Fireworks AI
Based on public pricing signals, xpay verified that Fireworks AI publishes per-MTok, per-GPU-hour, and per-training-token rates on a public anonymous page, with $1 free credits and self-serve PAYG. xpay could not locate /.well-known/ai-pricing.json or an unauthenticated agent purchase path.
Pricing to seamlessly scale from idea to enterprise
DeepSeek V3 $0.56/$1.68 per MTok; H100 on-demand $6/hr; <4B param $0.10/MTok
$0
Self-serve
Self-serve
Contact sales
How Fireworks AI scores on the 7 agent-ready dimensions
Public pricing
15 / 15
Usage-based / metered
22 / 25
Self-serve checkout
11 / 15
Public API
15 / 15
Low / no minimum
5 / 10
Unauth automated payment
6 / 10
Bonus (machine-readable pricing)On top of /100 base
0 / 5
Total
74 / 100
Six-step check: can an agent actually buy from Fireworks AI?
Discover price
https://fireworks.ai/pricing — three-section tableSelect a plan
Serverless, fine-tuning, on-demand all distinct sectionsPay per task
Per-token serverless ratesAvoid a sales call
Serverless self-serve; enterprise gatedAPI docs without auth
https://docs.fireworks.ai publicEstimate cost upfront
Per-MTok rates with parameter-band bucketsPros and cons for AI agents
Observational summary written by xpay from the signals captured on 2026-05-03. Not a review of the product — only of its current pricing posture for agent buyers.- Pricing is publicly visible on an indexable page — agents can read tiers without scraping past auth.
- Per-unit billing is published, so an agent can budget for a single task before committing.
- API documentation is reachable without a login — discovery and integration can happen in one session.
- Per-unit rate is concrete enough that an agent can model expected spend before issuing a request.
- A free tier exists, lowering the bar for an agent builder to prototype before committing budget.
- Some tiers are sales-led; the highest-capacity surfaces are not self-serve.
- PPU requires account creation and an issued API key; a fully unauthenticated agent purchase is not yet supported.
- No /.well-known/ai-pricing.json or equivalent machine-readable pricing manifest is published — agents must rely on HTML scraping.
How Fireworks AI could lift its score
Fireworks AI is already Verified at 88. To reach 100: publish /.well-known/ai-pricing.json and add an anonymous one-shot purchase option (e.g. x402) for inference.
| pricing_visible | true |
| headline_phrasing | Pricing to seamlessly scale from idea to enterprise |
| tier_count | 3 |
| lowest_paid_entry_usd | 0 |
| free_tier | true |
| free_tier_terms | $1 in free credits, PAYG after |
| per_unit_price | DeepSeek V3 $0.56/$1.68 per MTok; H100 on-demand $6/hr; <4B param $0.10/MTok |
| annual_required | false |
| self_serve_paid_tiers | 3 |
| sales_only_tiers | 1 |
| public_api_docs_url | https://docs.fireworks.ai |
| api_docs_auth_walled | false |
| ai_pricing_json_present | false |
| agents_txt_present | false |
| anonymous_purchase_path | false |
Fireworks AI
74
/ 100 (rubric v1.1)AI Inference
Pricing to seamlessly scale from idea to enterprise
3
Yes
$1 in free credits, PAYG after
Free
DeepSeek V3 $0.56/$1.68 per MTok; H100 on-demand $6/hr; <4B param $0.10/MTok
3 / 1
Public
No
Not published
2026-05-03