OctoAI vs DeepInfra Pricing (2026)
Compare / OctoAI vs DeepInfra
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Team size
25 seats

OctoAI vs DeepInfra

LLM API Providers pricing comparison · 2026

OctoAI uses custom pricing, while DeepInfra ranges from $0.001–$82.5/per million tokens.

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Visit OctoAI pricing
Discount programs →
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Compare
2 products · LLM API Providers
Side-by-side · live
OctoAI
OctoAI was a serverless AI inference platform that offered per-token pricing for open-sour
verified 12w ago
View pricing →
DeepInfra
DeepInfra is a serverless AI inference platform specializing in open-source model hosting.
verified 12w ago
View pricing →
Estimated license cost
at 25 seats
List price × seats. Click a tier below to lock it.
Usage-based
Custom rates
see vendor pricing for volume tiers
Usage-based
$0.26 per 1M 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 18 sourced facts
17 hidden-cost · 1 contract
Last verified 2mo ago
Confidence High confidence
Sources 8 sourced facts
5 hidden-cost · 2 contract · Vendr median
Last verified 2mo ago
Confidence High 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
5 documented
  • Conversation History Re-processing
    $5,000
    1 source
  • System Prompt Overhead
    $400 per month
    1 source
  • Uncapped Output Generation
    1 source
  • Egress Charges
    5-10%
    1 source
  • Request Overhead and Batching Inefficiency
    1 source
4 documented
  • Model Size Premium: Large Models Cost Significantly More
    $0.02-$4.40
    2 sources
  • Third-Party Marketplace Markup
    5-15% of license costs
    1 source
  • Quantization Compatibility: Non-FP8 Models May Produce Unreliable Output
    5-20% of license costs
    1 source
  • Limited Closed-Source Model Access Requires Supplemental Providers
    5-20% of license costs
    1 source
REF · 04

Contract terms

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

OctoAI
DeepInfra
Auto-renewal
Yes
✓ No
Cancellation
30, 60, or 90 days before the auto-renewal date
✓ No contract — pay-as-you-go, stop usage anytime
Commitment
Usage-based pricing models often include minimum commitments
None
Price escalation
3-5%
No published schedule; per-token prices have generally decreased over time as the inference market has become more competitive
Can downgrade
—
✓ Yes
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
Historical reference only — service is not available
Watch out
Discontinuation of commercial services due to acquisition
No public ratings yet
Best for
Developers needing affordable inference for open-source and commercial models in production
Watch out
Limited access to popular closed-source models (no Claude, GPT-4, Gemini)
Decide
Get a quote from each vendor
Each link opens the vendor's pricing page in a new tab.
Visit OctoAI pricing
Discount programs →
Visit DeepInfra 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

OctoAI

Custom pricing
/per million tokens
1 plan
Full pricing breakdown →
VS
LLM API Providers

DeepInfra

$0.001–$82.5
/per million tokens
1 plan
Full pricing breakdown →

OctoAI and DeepInfra both operate in the llm api providers category. This page compares their list pricing.

Plan-by-Plan Pricing

Plan OctoAI DeepInfra
Service Discontinued Custom Custom

Hidden Costs

Beyond the sticker price — what catches buyers off guard.

OctoAI 17 hidden costs

high
Conversation History Re-processing $5,000
medium
System Prompt Overhead $400 per month
high
Uncapped Output Generation
medium
Egress Charges 5-10%
medium
Request Overhead and Batching Inefficiency
See all OctoAI hidden costs →

DeepInfra 4 hidden costs

medium
Model Size Premium: Large Models Cost Significantly More $0.02-$4.40
low
Third-Party Marketplace Markup 5-15% of license costs
medium
Quantization Compatibility: Non-FP8 Models May Produce Unreliable Output 5-20% of license costs
medium
Limited Closed-Source Model Access Requires Supplemental Providers 5-20% of license costs
See all DeepInfra hidden costs →

Contract Terms

Term OctoAI DeepInfra
Auto-renewal Yes No
Cancellation 30, 60, or 90 days before the auto-renewal date No contract — pay-as-you-go, stop usage anytime
Minimum commitment Usage-based pricing models often include minimum commitments None
Price escalation 3-5% No published schedule; per-token prices have generally decreased over time as the inference market has become more competitive
Can downgrade — Yes

Continue researching

OctoAI

DeepInfra

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