Object storage for small business buyers
Asked as “object storage service”, and as “S3-compatible cloud storage”, on behalf of a small B2B company. 60 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
47%
Clear leader
47Backblaze B220Wasabi Object Storage18Cloudflare R215others
47% of first choices, clear leader.
Since September 2026▼−9Since September 2026: 60% → 51%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Backblaze B2 held the lead, −9 points on 60%, inside the 11-point floor.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
Backblaze B247%Clear leader▼−9Since September 2026: 60% → 51%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This pageMid-marketBackblaze B246%Clear leader▼−1Since September 2026: 46% → 45%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Enterprise
Amazon S344%Clear leader▲+14Since September 2026: 30% → 44%, +14 points. Past the 11-point floor: movement. Read over the models both editions asked.Standing →
Backblaze B247%Clear leader▼−9Since September 2026: 60% → 51%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This pageMid-marketBackblaze B246%Clear leader▼−1Since September 2026: 46% → 45%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseAmazon S344%Clear leader▲+14Since September 2026: 30% → 44%, +14 points. Past the 11-point floor: movement. Read over the models both editions asked.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01Backblaze B247%6%71endorsed leader▼−9Since September 2026: 60% → 51%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.60% → 51%
Backblaze B247%6%71endorsed leader▼−9Since September 2026: 60% → 51%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.60% → 51%02
Wasabi Object Storage20%29%62criticized challenger▲+6Since September 2026: 12% → 18%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.12% → 18%
Wasabi Object Storage20%29%62criticized challenger▲+6Since September 2026: 12% → 18%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.12% → 18%03
Cloudflare R218%4%57accepted challenger▼−5Since September 2026: 21% → 16%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.21% → 16%
Cloudflare R218%4%57accepted challenger▼−5Since September 2026: 21% → 16%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.21% → 16%04
DigitalOcean Spaces5%10%41accepted challenger▲+2Since September 2026: 4% → 6%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 6%
DigitalOcean Spaces5%10%41accepted challenger▲+2Since September 2026: 4% → 6%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 6%05Amazon S35%56%66criticized challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%
Amazon S35%56%66criticized challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%06
Google Cloud Storage Lab in the set3%51%39criticized challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%
Google Cloud Storage Lab in the set3%51%39criticized challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%Show the three products at 0%, ordered by negative rate
09
Azure Blob Storage0%49%35criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Azure Blob Storage0%49%35criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%08
MinIO AIStor0%25%16criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
MinIO AIStor0%25%16criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%07
IDrive e20%0%11accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
IDrive e20%0%11accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Google Cloud Storage is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice zero times of 4; the other thirteen models two times of 52. Lab treatment is defined on the method page; the row is marked, not excluded.
Head to head
All twenty-eight head-to-head pages: the top eight products, each against each
Backblaze B2 vs Azure Blob StorageBackblaze B2 vs DigitalOcean SpacesBackblaze B2 vs Google Cloud StorageBackblaze B2 vs Cloudian HyperStoreCloudflare R2 vs Amazon S3Cloudflare R2 vs Wasabi Object StorageCloudflare R2 vs Azure Blob StorageCloudflare R2 vs DigitalOcean SpacesCloudflare R2 vs Google Cloud StorageCloudflare R2 vs Cloudian HyperStoreAmazon S3 vs Wasabi Object StorageAmazon S3 vs Azure Blob StorageAmazon S3 vs DigitalOcean SpacesAmazon S3 vs Google Cloud StorageAmazon S3 vs Cloudian HyperStoreWasabi Object Storage vs Azure Blob StorageWasabi Object Storage vs DigitalOcean SpacesWasabi Object Storage vs Google Cloud StorageWasabi Object Storage vs Cloudian HyperStoreAzure Blob Storage vs DigitalOcean SpacesAzure Blob Storage vs Google Cloud StorageAzure Blob Storage vs Cloudian HyperStoreDigitalOcean Spaces vs Google Cloud StorageDigitalOcean Spaces vs Cloudian HyperStoreGoogle Cloud Storage vs Cloudian HyperStore
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
010203040506070809Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Backblaze B247%
Backblaze B247%02Wasabi Object Storage20%
Wasabi Object Storage20%03Cloudflare R218%
Cloudflare R218%04DigitalOcean Spaces5%
DigitalOcean Spaces5%05Amazon S35%
Amazon S35%06Google Cloud Storage3%
Google Cloud Storage3%07IDrive e20%
IDrive e20%08MinIO AIStor0%
MinIO AIStor0%09Azure Blob Storage0%
Azure Blob Storage0%What they warned about
Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Mistral Small, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Amazon S356%
37 of 66 labels negative · 14 of 14 models · 7 hard negative
“Services to Avoid or Approach with High Caution: AWS S3 ... Complex, unpredictable pricing that escalates quickly for small businesses.” Grok 4.1 Fast, negative prompt
Wasabi Object Storage29%
18 of 62 labels negative · 11 of 14 models · 2 hard negative
“90-day minimum retention policy bills full period even if you delete early... surprise charges post-deletion/cancellation, slow support, data loss incidents” Grok 4.1 Fast, negative prompt
Google Cloud Storage51%
20 of 39 labels negative · 10 of 14 models · 5 hard negative
“Avoid Unless You Have Specific Needs - **AWS S3 / Google Cloud / Azure**: Higher costs, complex pricing with egress fees” Kimi K2, budget prompt
Azure Blob Storage49%
17 of 35 labels negative · 10 of 14 models · 4 hard negative
“Avoid Unless You Have Specific Needs - **AWS S3 / Google Cloud / Azure**: Higher costs, complex pricing with egress fees” Kimi K2, budget prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
74 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 919 links across 174 sites, every framing counted. Ranked by the number of answers carrying the site or page. 26 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · Scality55 answers · 68 citations · 12 models
vendor site · G236 answers · 50 citations · 11 models
vendor site · Backblaze33 answers · 67 citations · 13 models
vendor site · GitHub32 answers · 32 citations · 10 models
vendor site · DigitalOcean28 answers · 38 citations · 11 models
27 answers · 27 citations · 9 models
vendor site · FitGap21 answers · 24 citations · 11 models
vendor site · Wasabi16 answers · 22 citations · 9 models
vendor site · Cloudflare16 answers · 21 citations · 8 models
16 answers · 18 citations · 7 models
vendor site · SourceForge16 answers · 18 citations · 8 models
vendor site · Edge Delta16 answers · 16 citations · 10 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
52 answers · 11 models
32 answers · 10 models
27 answers · 10 models
27 answers · 9 models
24 answers · 11 models
23 answers · 10 models
17 answers · 10 models
16 answers · 10 models
15 answers · 8 models
14 answers · 9 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best object storage service”, “object storage service”, “object storage services”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| Backblaze backblaze.com Backblaze B2 47% | 47% | 171 | 27,100 | 818 | 135,980 company | 74 | 7 |
| Wasabi Object Storage wasabi.com | 20% | 142 | 70 | 1 | 13,526 | 76 | |
| Cloudflare parent site Cloudflare R2 18% | 18% | 131 | 550,000 | 10,897 | |||
| DigitalOcean parent site DigitalOcean Spaces 5% | 5% | 66 | 74,000 | 942 | |||
| Amazon parent site Amazon S3 5% | 5% | 191 | 151,000,000 | 1,380,939 | |||
| Google Cloud cloud.google.com Google Cloud Storage 3% | 3% | 119 | 165,000 | 7,596 | 7,405,347 | 4 | |
| Backblaze Cloud Storage | 2% | ||||||
| IDrive e2 idrive.com | 0% | 22 | 720 | 11 | 198,720 | 24 | |
| MinIO AIStor min.io | 0% | 52 | 140 | 0 | 7,152 | 26 | |
| Scality ARTESCA scality.com | 0% | 6 | 11,465 | 11 |
Google's top ten for the three searches hold 22 sites; 1 of them are among the sites the models cited here (backblaze.com). The first result for “best object storage service” is reddit.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best object storage service for a small B2B company?”Paraphrase“Which S3-compatible cloud storage would you recommend to a small business that sells to other businesses?”Comparative“What are the top object storage services for a small team and how do they differ?”Budget-constrained“What is the best object storage service for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an object storage service. What should we look at?”Negative“Which object storage services should a small business avoid or be cautious about?”
Claude Haiku 4.5DigitalOcean Spaces, Google Cloud StorageAmazon S3, DigitalOcean SpacesChangedBackblaze B2, DigitalOcean SpacesAmazon S3, Google Cloud Storageno first choiceagainst: Amazon S3
Three alternatives
Amazon S3, Azure Blob Storage, MinIO AIStorThree alternatives
Backblaze B2, MinIO AIStor, Wasabi Object StorageThree alternatives
Amazon S3, Azure Blob Storage, MinIO AIStorTwo alternatives
MinIO AIStor, Wasabi Object StorageGPT-5.4 miniBackblaze B2, Cloudflare R2against: Amazon S3, Azure Blob Storage, Google Cloud StorageCloudflare R2ChangedAmazon S3Backblaze B2no first choicenothing named
Two alternatives
Backblaze B2, DigitalOcean SpacesFive alternatives
Azure Blob Storage, Backblaze B2, DigitalOcean Spaces, Google Cloud Storage, Wasabi Object StorageOne alternative
Cloudflare R2Gemini 3.5 FlashCloudflare R2against: Amazon S3, Azure Blob Storage, Google Cloud StorageBackblaze B2Changedagainst: Amazon S3Cloudflare R2against: Amazon S3Cloudflare R2against: Amazon S3, Google Cloud Storage, Wasabi Object Storageno first choiceagainst: Amazon S3, Azure Blob Storage, Ceph, Google Cloud Storage, MinIO AIStoragainst: AWS Glacier, Amazon S3, Azure Blob Storage, Ceph, Google Cloud Storage, Self-hosted MinIO, Wasabi Object Storage
Two alternatives
Backblaze B2, Wasabi Object StorageTwo alternatives
Cloudflare R2, Wasabi Object StorageThree alternatives
Backblaze B2, DigitalOcean Spaces, Wasabi Object StorageTwo alternatives
Backblaze B2, IDrive e2Three alternatives
Backblaze B2, Cloudflare R2, Wasabi Object StoragePerplexity SonarBackblaze B2Backblaze B2Heldagainst: Amazon S3DigitalOcean SpacesBackblaze B2against: OVHcloud Object Storageno first choiceagainst: Amazon S3, Cloudflare R2, DigitalOcean Spaces, Fastly, GCS Nearline, Linode Object Storage, Vultr Object Storage
Four alternatives
Amazon S3, Cloudflare R2, Google Cloud Storage, Scality ARTESCATwo alternatives
Cloudflare R2, Hetzner Object StorageFour alternatives
Amazon S3, Azure Blob Storage, Backblaze B2, Google Cloud StorageOne alternative
DigitalOcean SpacesGrok 4.1 FastBackblaze B2against: Amazon S3, Google Cloud StorageBackblaze B2Heldagainst: Amazon S3Backblaze B2, Cloudflare R2against: Wasabi Object StorageBackblaze B2, Cloudflare R2against: Amazon S3, Google Cloud StorageBackblaze B2, Cloudflare R2, DigitalOcean Spacesagainst: Amazon S3, Wasabi Object Storageagainst: Amazon S3, Azure Blob Storage, Google Cloud Storage, Wasabi Object Storage
Two alternatives
Cloudflare R2, Wasabi Object StorageTwo alternatives
Cloudflare R2, Wasabi Object StorageTwo alternatives
Amazon S3, DigitalOcean SpacesMistral SmallBackblaze Cloud Storageagainst: Amazon S3Backblaze B2ChangedBackblaze B2against: Amazon S3, Azure Blob Storage, Google Cloud StorageWasabi Object Storageno first choiceagainst: Amazon S3, Azure Blob Storage, Google Cloud Storage, Wasabi Object Storage
Two alternatives
Cloudflare R2, Google Cloud StorageTwo alternatives
DigitalOcean Spaces, Google Cloud StorageTwo alternatives
DigitalOcean Spaces, Wasabi Object StorageDeepSeek V4 FlashBackblaze B2against: Amazon S3Backblaze B2Heldagainst: Hetzner Object StorageBackblaze B2, Cloudflare R2against: Amazon S3Backblaze B2against: AWS S3 Glacier Deep Archive, Wasabi Object StorageBackblaze B2, Wasabi Object Storageagainst: Ceph, MinIO AIStoragainst: Amazon S3, Azure Blob Storage, Google Cloud Storage, Wasabi Object Storage
Two alternatives
Cloudflare R2, Wasabi Object StorageThree alternatives
Cloudflare R2, DigitalOcean Spaces, Wasabi Object StorageTwo alternatives
DigitalOcean Spaces, Wasabi Object StorageOne alternative
Cloudflare R2Three alternatives
Amazon S3, Cloudflare R2, DigitalOcean SpacesLlama 4 Maverickno first choiceno first choiceHeldBackblaze B2Wasabi Object Storageno first choiceagainst: Amazon S3, Backblaze B2, OVHcloud Object Storage, Wasabi Object Storage
Three alternatives
Azure Blob Storage, DigitalOcean Spaces, pCloudTwo alternatives
Backblaze B2, DigitalOcean SpacesQwen 3.7 FlashBackblaze B2Wasabi Object StorageChangedagainst: Amazon S3Backblaze B2, Cloudflare R2against: Amazon S3, Wasabi Object StorageBackblaze B2against: Amazon S3Backblaze B2, Wasabi Object Storageagainst: Amazon S3, Azure Blob Storageagainst: Amazon S3, Azure Blob Storage, Google Cloud Storage, Storj, Wasabi Object Storage
Three alternatives
Amazon S3, Azure Blob Storage, Wasabi Object StorageThree alternatives
Backblaze B2, Cloudflare R2, DigitalOcean SpacesOne alternative
DigitalOcean SpacesTwo alternatives
Cloudflare R2, Wasabi Object StorageTwo alternatives
Cloudflare R2, MinIO AIStorKimi K2Backblaze B2, Wasabi Object Storageagainst: Amazon S3, Azure Blob Storage, Google Cloud StorageCloudflare R2Changedagainst: Amazon S3Backblaze B2, Cloudflare R2Backblaze B2, Cloudflare R2against: Amazon S3, Azure Blob Storage, Google Cloud Storage, Scaleway Object Storage, Storj, Wasabi Object StorageBackblaze B2, Wasabi Object Storageagainst: Amazon S3against: Amazon S3, Azure Blob Storage, Backblaze B2, Google Cloud Storage, Storj, Wasabi Object Storage
One alternative
Cloudflare R2Three alternatives
Backblaze B2, DigitalOcean Spaces, Wasabi Object StorageFour alternatives
Amazon S3, Azure Blob Storage, Google Cloud Storage, Wasabi Object StorageOne alternative
IDrive e2Two alternatives
Cloudflare R2, DigitalOcean SpacesGLM 4.7 FlashXBackblaze B2against: Amazon S3, Azure Blob Storage, Google Cloud StorageWasabi Object StorageChangedagainst: MinIO AIStorBackblaze B2, Cloudflare R2Backblaze B2no first choiceagainst: Azure Blob Storage, DigitalOcean Spaces, Google Cloud Storage, Hetzner Object Storage, MinIO AIStor, Wasabi Object Storage
Three alternatives
Cloudflare R2, MEGA S4, Wasabi Object StorageOne alternative
Backblaze B2Three alternatives
DigitalOcean Spaces, MinIO AIStor, Wasabi Object StorageThree alternatives
Cloudflare R2, IDrive e2, Wasabi Object StorageMiniMax M2.5Backblaze B2Backblaze B2, Wasabi Object StorageChangedBackblaze B2, Cloudflare R2Backblaze B2no first choiceagainst: Akamai, Amazon S3, Azure Blob Storage, Backblaze B2, Cloudflare R2, DigitalOcean Spaces, Google Cloud Storage, Linode Object Storage, Wasabi Object Storage
Two alternatives
Cloudflare R2, Wasabi Object StorageTwo alternatives
Cloudflare R2, DigitalOcean SpacesThree alternatives
Amazon S3, DigitalOcean Spaces, Wasabi Object StorageThree alternatives
Cloudflare R2, DigitalOcean Spaces, Wasabi Object StorageGPT-6 LunaAmazon S3Cloudflare R2ChangedBackblaze B2, Cloudflare R2against: Wasabi Object StorageCloudflare R2no first choiceagainst: Amazon S3, Backblaze B2, Cloudflare R2 Infrequent Access, Wasabi Pay-as-You-Go
Two alternatives
Backblaze B2, Cloudflare R2One alternative
Amazon S3Two alternatives
Amazon S3, Google Cloud StorageTwo alternatives
Backblaze B2, Wasabi Object StorageMuse Glimmer 30BWasabi Object StorageBackblaze B2ChangedBackblaze B2against: Wasabi Object StorageBackblaze B2, Wasabi Object StorageCloudflare R2, Wasabi Object Storageagainst: Amazon S3, Azure Blob Storage, DigitalOcean Spaces, Google Cloud Storage, MinIO self-host, Wasabi Object Storage
Three alternatives
Amazon S3, Backblaze B2, Cloudflare R2Two alternatives
Cloudflare R2, Wasabi Object StorageTwo alternatives
Cloudflare R2, DigitalOcean SpacesTwo alternatives
Cloudflare R2, IDrive e2One alternative
Amazon S3Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:41 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:38 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:38 | yes | 17 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 11:04 | yes | 17 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:44 | yes | 18 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:30 | yes | 9 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:51 | yes | 17 | 26 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:05 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:08 | yes | 5 | 27 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:42 | yes | 14 | 26 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:11 | yes | 14 | 154 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:58 | yes | 11 | 31 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:00 | yes | 3 | 10 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:00 | yes | 14 | 37 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:25 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:14 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:27 | yes | 14 | 18 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 12:34 | yes | 16 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:42 | yes | 20 | 6 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:04 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:25 | yes | 22 | 41 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:22 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:08 | no | 0 | 41 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:51 | yes | 19 | 20 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:12 | yes | 25 | 163 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:59 | yes | 5 | 27 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:47 | yes | 4 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:17 | yes | 13 | 24 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:51 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:37 | yes | 4 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:44 | yes | 17 | 33 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 12:49 | yes | 15 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:15 | yes | 22 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:45 | yes | 15 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:43 | yes | 24 | 32 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:12 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:42 | yes | 14 | 47 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:08 | yes | 15 | 22 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:50 | yes | 21 | 22 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:11 | yes | 14 | 29 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:48 | yes | 6 | 20 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:52 | yes | 22 | 50 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:11 | no | 0 | 4 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:14 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:07 | yes | 18 | 27 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 11:40 | yes | 16 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:35 | yes | 24 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:59 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:55 | yes | 9 | 14 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:49 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:11 | yes | 10 | 17 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:31 | yes | 15 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:49 | yes | 9 | 35 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:10 | yes | 10 | 48 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:51 | yes | 3 | 9 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:49 | yes | 13 | 19 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:50 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:06 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:22 | no | 0 | 14 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 12:27 | yes | 18 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:53 | yes | 15 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:36 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:52 | yes | 14 | 31 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:51 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:57 | yes | 9 | 34 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:34 | yes | 10 | 25 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:39 | no | 0 | 61 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:55 | no | 0 | 38 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:38 | yes | 2 | 15 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:35 | yes | 14 | 19 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:43 | yes | 17 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:36 | yes | 5 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:26 | yes | 15 | 22 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 10:47 | yes | 19 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:51 | yes | 20 | 7 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:08 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:45 | yes | 22 | 31 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:24 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:09 | yes | 19 | 36 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:14 | yes | 25 | 30 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:30 | yes | 13 | 37 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:48 | yes | 11 | 62 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:00 | yes | 5 | 15 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:22 | yes | 10 | 33 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
AWS read as Amazon S3
AWS (S3) read as Amazon S3
Azure read as Azure Blob Storage
Azure Blob read as Azure Blob Storage
Azure Blob (LRS) read as Azure Blob Storage
Backblaze read as Backblaze B2
DigitalOcean read as DigitalOcean Spaces
Google read as Google Cloud Storage
Google Cloud read as Google Cloud Storage
Hetzner read as Hetzner Object Storage
Linode read as Linode Object Storage
MinIO read as MinIO AIStor
MinIO (Self-hosted) read as MinIO AIStor
MinIO (self-hosted) read as MinIO AIStor
OVHcloud read as OVHcloud Object Storage
Scaleway read as Scaleway Object Storage
Scality read as Scality RING
Vultr read as Vultr Object Storage
Wasabi read as Wasabi Object Storage
Wasabi Hot Cloud Storage read as Wasabi Object Storage
Unresolved, counted raw
Amazon S3 Glacier
Backblaze Cloud Storage
Ceph RGW
MinIO self-host
Object Storage e2
RustFS
Self-hosted MinIO
Telnyx Cloud Storage
Discontinued, still offered
No shut-down product was recommended here.