Fireworks AI vs Lepton AI Pricing (2026)
Compare / Fireworks AI vs Lepton AI
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Team size
25 seats

Fireworks AI vs Lepton AI

LLM API Providers pricing comparison · 2026

Fireworks AI is usage-based from $0.008 per 1M tokens, while Lepton AI is usage-based from $0.07 per 1M-input-tokens. Lepton AI is typically 92% more affordable, though your actual cost depends on tier and team size.

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Compare
2 products · LLM API Providers
Side-by-side · live
Fireworks AI
Fireworks AI is an LLM inference platform providing access to 16+ open-source models throu
verified 4mo ago
View pricing →
Lepton AI
Lepton AI is a cloud platform for AI workloads offering two main services: serverless LLM
verified 10w ago
View pricing →
Estimated license cost
at 25 seats
List price × seats. Click a tier below to lock it.
Usage-based
$0.008 per 1M tokens
see vendor pricing for volume tiers
Usage-based
$0.07 per 1M input tokens
see vendor pricing for volume tiers
REF · 01

Sources & confidence

Every dollar amount and contract clause below traces back to a sourced fact. We don't manufacture composite scores.

Where this data comes from
Vendr · TrustRadius · Reddit · BBB · official docs
Sources 6 sourced facts
3 hidden-cost · 2 contract · Vendr median
Last verified 3mo ago
Confidence Medium confidence
Sources 10 sourced facts
9 hidden-cost · 1 contract
Last verified 2mo ago
Confidence Medium confidence
REF · 02

Plans at a glance

Every tier per product. Lock one to drive the cost row above and reveal a tier-specific outbound CTA.

Tier ladder
Click a tier to lock the cost row to it. Locking surfaces a tier-specific Visit CTA.
REF · 03

Hidden costs

Each cost is severity-ranked, with the dollar range quoted from its source (Vendr, Reddit, TrustRadius, BBB, official docs) — never our estimate.

Beyond the sticker
Severity-ranked, sourced
2 documented
  • Markup Over Direct Provider APIs
    100-300% of license costs
    2 sources
  • Fine-Tuning Unavailable for Large MoE Models on Serverless
    5-15% of license costs
    1 source
5 documented
  • Tokenization Differences
    5.3 times more
    1 source
  • Context Window Accumulation
    $1,750
    1 source
  • Input vs. Output Asymmetry
    4 to 10 times more
    1 source
  • Tiered Pricing Thresholds
    double the per-token cost
    1 source
  • Non-Token Billing
    1 source
REF · 04

Contract terms

The fine print, surfaced. Green = buyer-friendly. Each clause backed by a quoted source.

Fireworks
Lepton
Auto-renewal
—
—
Cancellation
immediate upon stopping usage for pay-as-you-go users; involves terminating the service agreement or shutting down active resources for enterprise or dedicated deployments
—
Commitment
May involve contracts with minimum commitments for enterprise or dedicated deployments; Global provisioned throughput implies reservation commitments.
None
Price escalation
—
—
Can downgrade
—
—
Based on 3 verified sources (Vendr · TrustRadius · BBB)
REF · 05

What users say

Aggregated, with sample sizes. We use whichever review platform has data.

User reviews
TrustRadius · Trustpilot · G2
No public ratings yet
Best for
Variable-volume API usage
Watch out
Serverless pricing has historically been higher than going directly to underlying model providers for single-model workloads
No public ratings yet
Best for
Developers needing fast serverless inference for open-source models
Watch out
Hardware Reliability
Decide
Get a quote from each vendor
Each link opens the vendor's pricing page in a new tab.
Visit Fireworks pricing
Discount programs →
Visit Lepton pricing
Discount programs →
License cost is computed from publicly listed plans (real math, list price × seats). Median annual cost is from Vendr's deal flow when available — see source badges. Hidden costs and contract terms each cite their own sources. We do not invent composite scores.
LLM API Providers

Fireworks AI

Usage-based, from $0.008 per 1M tokens
6 plans
Full pricing breakdown →
VS
LLM API Providers

Lepton AI

Usage-based, from $0.07 per 1M-input-tokens
2 plans
Full pricing breakdown →

Fireworks AI and Lepton AI both operate in the llm api providers category. This page compares their list pricing.

Plan-by-Plan Pricing

Plan Fireworks AI Lepton AI
Serverless Custom Custom
Fine Tuning Custom Custom
On-Demand (H100/H200) Custom —
On-Demand (B200) Custom —
On-Demand (B300) Custom —
Enterprise Custom —

Hidden Costs

Beyond the sticker price — what catches buyers off guard.

Fireworks AI 2 hidden costs

medium
Markup Over Direct Provider APIs 100-300% of license costs
medium
Fine-Tuning Unavailable for Large MoE Models on Serverless 5-15% of license costs
See all Fireworks AI hidden costs →

Lepton AI 9 hidden costs

high
Tokenization Differences 5.3 times more
high
Context Window Accumulation $1,750 (source dated Jul 2026)
medium
Input vs. Output Asymmetry 4 to 10 times more
high
Tiered Pricing Thresholds double the per-token cost
medium
Non-Token Billing
See all Lepton AI hidden costs →

Contract Terms

Term Fireworks AI Lepton AI
Auto-renewal — —
Cancellation immediate upon stopping usage for pay-as-you-go users; involves terminating the service agreement or shutting down active resources for enterprise or dedicated deployments —
Minimum commitment May involve contracts with minimum commitments for enterprise or dedicated deployments; Global provisioned throughput implies reservation commitments. None

Continue researching

Fireworks AI

Lepton AI

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