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Fireworks AI logo

Fireworks AI

Not Agent-Ready Yet
Agent-Ready SaaS Index · fireworks.ai · scored 2026-05-03 · rubric v1.1
Score 17 / 100
AI Inference
Public API

Fireworks AI's pricing page did not render numeric tier data on the scoring date. No per-unit price was found on the page; an agent has no direct way to estimate the cost of a single task. All advertised paths route to a sales conversation rather than a self-serve checkout. Public API documentation is reachable without an auth wall.

See Fireworks AI pricing summaryLive pricing page
Pricing snapshot
Pricing to seamlessly scale from idea to enterprise — DeepSeek V4 Pro is Live → Try it now.
As of 2026-05-03 · derived from fireworks.ai/pricing
Enterprise

Contact sales

Snapshot rendered from xpay's extracted pricing signals. The full tier list lives on the live page — see source link above.
Score breakdown · rubric v1.1
How Fireworks AI scores on the agent-ready dimensions

Public pricing

0 / 15

Usage-based / metered

0 / 25

Self-serve checkout

0 / 15

Public API

15 / 15

Low / no minimum

0 / 10

Unauth automated payment

0 / 10

Bonus (machine-readable pricing)On top of /100 base

0 / 5

Total
17 / 100
Agent purchase simulation
Six-step check: can an agent actually buy from Fireworks AI?
✓

Discover price

https://fireworks.ai/pricing — three-section table
✓

Select a plan

Serverless, fine-tuning, on-demand all distinct sections
✓

Pay per task

Per-token serverless rates
◐

Avoid a sales call

Serverless self-serve; enterprise gated
✓

API docs without auth

https://docs.fireworks.ai public
✓

Estimate cost upfront

Per-MTok rates with parameter-band buckets
Analysis
Pros 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.
✓ For an AI agent
  • 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.
◐ Opportunities for the provider
  • Some tiers are sales-led; the highest-capacity surfaces are not self-serve.
  • No /.well-known/ai-pricing.json or equivalent machine-readable pricing manifest is published — agents must rely on HTML scraping.
  • The pricing URL did not render numeric tier data on the scoring date — possibly a router or sales-led landing page.
One-line fix
How Fireworks AI could lift its score

Add a per-unit price (e.g. $X / 1K calls) to the pricing page so an agent can compute its own cost before committing.

pricing_visible

false

headline_phrasing

Pricing to seamlessly scale from idea to enterprise — DeepSeek V4 Pro is Live → Try it now.

tier_count

0

lowest_paid_entry_usd

null

free_tier

false

free_tier_terms

null

per_unit_price

null

annual_required

false

self_serve_paid_tiers

0

sales_only_tiers

1

public_api_docs_url

https://docs.fireworks.ai/getting-started/introduction

api_docs_auth_walled

false

ai_pricing_json_present

false

agents_txt_present

false

anonymous_purchase_path

false

per_unit_classification

null

usage_headline_present

true

custom_tier_present

true

agent_friendly

{"ai_pricing_json":false,"agents_txt":false,"llms_txt":false,"sitemap_xml":true,"mcp_server_card":false,"agent_skills_index":false,"x402_supported":false}

View raw extracted page text →
Page heading: Pricing to seamlessly scale from idea to enterprise
CTAs (40): DeepSeek V4 Pro is Live → Try it now. · Pricing · Training · Log In · Get Started · Get started · Contact Us · Serverless InferenceGet started in seconds with per token pricing, zero setup an · See Pricing · Fine TuningCustomize open models with your own data with minimal setup · On Demand DeploymentsPay per GPU second for faster speeds, higher rate limits, a · high rate limits
Price tokens (50): $1 · $0.104 · $0.20 · $0.90 · $0.50 · $1.20 · $1.74 · $0.145 · $3.48 · $0.56 · $1.68 · $0.95
DeepSeek V4 Pro is Live → Try it now.PlatformModelsDevelopersPricingTrainingPartnersResourcesCompanyLog InGet StartedPricing to seamlessly scale from idea to enterpriseStart building in seconds, self-serve. Contact us for enterprise deployments with faster speeds, lower costs, and higher rate limits.Get startedContact UsServerless InferenceGet started in seconds with per token pricing, zero setup and no cold startsSee PricingFine TuningCustomize open models with your own data with minimal setupSee PricingOn Demand DeploymentsPay per GPU second for faster speeds, higher rate limits, and lower costs at scaleSee PricingServerless PricingPay per token, with high rate limits and postpaid billing. Get started with $1 in free credits.Text and VisionBase model$ / 1M tokensLess than 4B parameters$0.104B - 16B parameters$0.20More than 16B parameters$0.90MoE 0B - 56B parameters (e.g. Mixtral 8x7B)$0.50MoE 56.1B - 176B parameters (e.g. DBRX, Mixtral 8x22B)$1.20DeepSeek-V4-Pro$1.74 input, $0.145 cached input, $3.48 outputDeepSeek V3 family$0.56 input, $1.68 outputKimi K2.6$0.95 input, $0.16 cached input, $4.00 outputKimi K2.6 Priority (Preview)$1.50 input, $0.22 cached input, $6.00 outputKimi K2.6 Turbo (Preview)$2.00 input, $0.30 cached input, $8.00 outputGLM-4.7$0.60 input, $2.20 outputGLM-5$1.00 input, $0.20 cached input, $3.20 outputGLM-5.1$1.40 input, $0.26 cached input, $4.40 outputQwen3 VL 30B A3B$0.15 input, $0.60 outputKimi K2.5$0.60 input, $0.10 cached input, $3.00 outputKimi K2…
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Are you Fireworks AI? Something off in this listing?
Agent-Ready Spec
Fireworks AI
Not Agent-Ready Yet

17

/ 100 (rubric v1.1)
Category

AI Inference

Pricing model

Pricing to seamlessly scale from idea to enterprise — DeepSeek V4 Pro is Live → Try it now.

Tier count

0

Free tier

No

Lowest paid entry

Sales-led

Self-serve / sales-only tiers

0 / 1

Public API docs

Public

Anonymous purchase path

No

Machine-readable pricing

Not published

Last refreshed

2026-05-03

Actions
Open live pricing page
Verdict reflects Not Agent-Ready Yet status under rubric v1.1. Source observed at https://fireworks.ai/pricing.
Agent-friendly features1 of 7 present
Discovery files and protocols
Side-channel signals — informational, not part of the score. Each protocol is independent; adoption signals the publisher is thinking about agent buyers.

ai-pricing.json

agents.txt

llms.txt

sitemap.xml

MCP Server Card

Agent Skills

x402 / MPP

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