Is it winning?
Mixed
Assessed capability across ten dimensions · 56.7
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Wednesday, 7 October 2026
Leading software-layer (GPU-based) inference platform optimised for throughput; reportedly in talks at ~$15B valuation, customers include Cursor, Perplexity and Notion.
Mixed
Assessed capability across ten dimensions · 56.7
Unknown
No reputation data published
Unknown
No AI revenue disclosed
Analyst interpretationA throughput-optimised open-model inference option; differentiates on software, not silicon.
| Capability | maturityScore | status | evidenceGrade | lastVerified |
|---|---|---|---|---|
| agents | 47.9 | verified | E2 | 2026-08-14 |
| deployment_options | 53 | inferred | E1 | 2026-05-07 |
| portability | 54.7 | verified | E4 | 2026-08-14 |
| enterprise_assistant | 68 | documented | E2 | 2026-05-07 |
| governance | 52.9 | verified | E2 | 2026-08-14 |
| security | 50.2 | verified | E2 | 2026-08-14 |
| rag | 73 | documented | E2 | 2026-05-07 |
| models | 51.7 | verified | E2 | 2026-08-14 |
| cost_controls | 63 | verified | E2 | 2026-08-14 |
| integrations | 52.5 | verified | E2 | 2026-08-14 |
Not covered in the capability matrix
The AI Enterprise capability matrix does not include Fireworks AI. No capability scores are shown rather than invented.
Fireworks AI is a Meta launch partner for Llama enterprise inference + fine-tuning.
DeepSeek V3 + R1 available via Fireworks inference cloud.
Mistral / Mixtral models served via Fireworks for production inference.
Not covered in the model inventory
The AI Enterprise model inventory records no models owned by Fireworks AI.
Not covered in the reputation seed
The AI Enterprise reputation dataset does not cover Fireworks AI.
No curated sources listed
The sourcing manifest holds no curated evidence URLs for Fireworks AI.