# Fireworks AI: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 1 judge labels across 1 categories by 1 of 14 models. Page: https://it-ai-index.com/vendors/fireworks-ai/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| LLM gateways and observability | 0% | 27 | 0% | 1 |

## What the models said for it

- "Fireworks specializes in optimized inference with strong function-calling" (Muse Glimmer 30B, LLM gateways)

## In its own words

What Fireworks AI's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Fireworks’ state of the art training and inference platform take you beyond the frontier, transforming open models into your specialized intelligence. (https://fireworks.ai/)
- For: developers (https://fireworks.ai/)
- Price stated: Serverless Inference: per token pricing; Embeddings: $0.008, $0.016, $0.1 per 1M input tokens; Managed Training: $0.50, $1.00, $2.00, $3.00, $6.00, $10.00, $12.00, $20.00, $24.00, $40.00 per 1M training tokens; Serverless Training API: $2.96, $0.593, $7.41, $8.89, $4.86, $0.972, $12.15, $14.58, $1.86, $0.372, $5.595, $4.103, $10.87, $2.17, $27.11, $32.55, $1.74, $0.35, $4.33, $5.20, $1.96, $0.39, $4.88, $5.86 per 1M; On demand deployments: $0.134, $0.217, $0.250, $0.334 per minute; $8.00, $13.00, $15.00, $20.00 per hour (https://fireworks.ai/pricing)
- Certifications: SOC 2 Type 2, HIPAA, GDPR, ISO 27001:2022, ISO 27701, ISO/IEC 42001:2023, ISO 27001 Certificate, ISO 27701 Certificate
- Hosting: United States, Japan, Singapore, Australia, Germany, United Kingdom, Sweden, Netherlands
- Customers named: Motif, Gumloop, Cursor, Vercel, Notion, Genspark, Quora, Sourcegraph

## What it publishes

Every page fireworks.ai exposes, read 2026-10-05: 1007 addresses. By kind, pages and the last 90 days:

- blog: 183 pages, 26 in the last 90 days, latest 2026-09-30
- webinar or virtual event: 9 pages, 0 in the last 90 days, latest 2024-06-03
- conference or event: 6 pages, 0 in the last 90 days, latest undated
- report or ebook: 24 pages, 0 in the last 90 days, latest undated
- comparison: 1 pages, 0 in the last 90 days, latest 2026-03-06
- glossary or explainer: 2 pages, 0 in the last 90 days, latest undated
- news or press: 5 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-30 blog: Reinforcement learning: Why alignment of numerics and MoE routing matter https://fireworks.ai/blog/reinforcement-learning-why-alignment-of-numerics-and-MoE-routing-matter
- Recent: 2026-09-28 blog: Fireworks AI https://fireworks.ai/blog/multi-region-deployment
- Recent: 2026-09-28 blog: Introducing FireRouter with Opus https://fireworks.ai/blog/introducing-firerouter-with-opus
- Recent: 2026-09-23 blog: Every byte counts: ARCv3 and the case for cross-region RL https://fireworks.ai/blog/arcv3-and-the-case-for-cross-region-rl
- Recent: 2026-09-23 blog: Introducing Ember-1 https://fireworks.ai/blog/ember-1
- Recent: 2026-09-22 blog: Introducing The Specialized Intelligence Index https://fireworks.ai/blog/introducing-the-specialized-intelligence-index

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.