2 categories · Named, not rankedRespan
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| AI governance platforms | Data platform | 2% | 20 of 135 | 0% | 2 | under 10 labels · led by Credo AI at 18% | |
| AIOps platforms | IT operations and endpoint | 0% | 35 of 93 | 0% | 2 | under 10 labels · led by New Relic at 17% |
Movement
By model
How each model treated Respan across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“the best AI governance platform for a company with a limited budget is Respan” GLM 4.7 FlashX · AI governance · budget prompt · first choice
“Respan - Startup-Friendly” Kimi K2 · AIOps · budget prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
Named alongside
The products named in the same answers as Respan, over the 11 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Respan was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 11 of the 11 answers that named Respan and are not a share of its labels.
Domains cited
Twenty-eight of the thirty-nine domain citations in answers naming Respan came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
What it publishes
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Comparison | 508 | 31 | 2026-09-29 | LLM gateways | |
| Blog | 199 | 26 | 2026-09-28 | Observability, LLM gateways | |
| Glossary or explainer | 17 | 4 | 2026-09-23 | LLM gateways |
Most recent
- 2026-09-29Claude opus vs sonnet comparison
- 2026-09-29Claude vs bedrock claude comparison
- 2026-09-28Introducing respan guardrails blog
- 2026-09-25Claude code vs cursor comparison
- 2026-09-25Codex vs claude code comparison
- 2026-09-24Grok 4.7 vs opus 5.5 comparison
How it is countedHide how it is counted
Every page respan.ai exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read September 29, 2026.
Follow Respan
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
Respan is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- The AI router with built-in observability & automated evals.
- For
- AI agents; enterprise and healthcare teams requiring security and privacy standards; world-class founders, engineers, and product teams.
- Price stated
- Offers at $0; Start for free. respan.ai
- Starting price
- 0 respan.ai
- Free plan or trial
- Start for free respan.ai
- Integrations claimed
- 14 respan.ai/pricing · 1000 respan.ai/solutions/pms · 50 respan.ai/blog/integrations pages disagree
- Certifications
- ISO 27001SOC 2GDPRHIPAASOC 2 reportSOC II
- Customers named
- AlphaSenseRetell AIGumloopLovableFintaMem0Giga
- Not stated on the pages read
- Hosting
What Respan's own pages state, read October 6, 2026: respan.ai, respan.ai/pricing, trust.respan.ai, respan.ai/solutions/pms, respan.ai/blog/integrations. A claimed page can correct any of them.
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Respan's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Respan, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Respan by email, built from the raw record of the edition. It shows:
- where Respan is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Respan, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.