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DeepInfra Review

Depends

Should I use DeepInfra?

Cost-effective, scalable, production-ready ML model inference and infrastructure. - deepinfra.com

· 1 month ago

Buy if you're a developer serving open-source models via API and want the lowest per-token price. Skip it if you need guaranteed first-party model quality, stable pricing, or strong support.

Confidence

Medium. Based on 20+ public sources: Reddit threads, third-party reviews, official docs, and funding news.

Ratings

  • Value for money
  • Ease of use
  • Feature depth
  • Support qualityNo support evidence in sources
  • Security posture

Pricing

From $0.02

Pay-per-token API

Model$0.02
Monthly feesNot disclosed
HardwareNot disclosed
Dedicated GPUsCustom

Best for

  • Developers shipping open-source LLM APIs
  • Cost-sensitive chat and embedding workloads
  • Teams avoiding GPU ops entirely
  • Multi-model routing setups

Not for

  • Anyone needing first-party model quality guarantees
  • Buyers wanting predictable, stable monthly bills
  • Non-technical teams expecting a finished app
  • Mission-critical products needing deep support SLAs

Gotchas - check before you buy

high

Served models may be quantized, reducing quality vs official weights

medium

Prices vary up to 55x across models — benchmark your exact model first

medium

Pricing reported unstable; recheck rates before budgeting

medium

Third-party integrations have reported breakage

Pros and cons

Pros

  • Among the cheapest per-token providers for open models
  • Very large open-model catalog behind one API
  • SOC 2 and ISO 27001 certified with public trust center
  • States inference API requests are not stored
  • Fast first tokens claimed

Cons

  • Named among providers serving quantized (fp4) models
  • Users report highly unstable pricing
  • Some users describe the service as a scam; billing distrust
  • Called underperforming-tier GPU cloud in 2026 review

Sources & method

- 11 sources - SOC 2 and ISO 27001 certified; publishes a trust center; states inference API data is not stored.

official x2review x7security x1news x1

Key stats

  • Value for money: 4/5

    Rating

  • From $0.02

    Starting price

  • 11

    Sources

  • Analyzed

  • Value for money: 4/5. Repeatedly cited as cheapest; some call pricing unstable
  • Ease of use: 3/5. Simple API, but third-party integration breakage reported
  • Feature depth: 4/5. Huge open-model catalog plus dedicated GPU option
  • Support quality. No support evidence in sources
  • Security posture: 4/5. SOC 2, ISO 27001, no-retention inference policy
  • $107M Funding Series B, May 2026
  • $0.02 Cheapest model starting per-token rate
  • 5T+ Scale tokens served weekly
  • 0.51s Speed (vendor-claimed) TTFT for GLM-4.6

Pricing

Pay-per-token API

From $0.02

  • Cheapest models start at $0.02
  • DeepSeek-class models listed around $1
  • Rates vary sharply by model

Dedicated GPUs

Not disclosed

  • Reserved hardware for production scale
  • For teams wanting dedicated capacity

Security

SOC 2 and ISO 27001 certified; publishes a trust center; states inference API data is not stored.

What users say

Users praise the aggressive pricing and model selection, but some report quantization downgrades, unstable pricing, and billing distrust.

“deepinfra is killing it currently on price”
Reddit, r/DeepSeek
“I felt like being scammed by deepinfra”
Reddit, r/GithubCopilot
“Deepinfra and Baseten are fp4”
Reddit, r/LocalLLaMA

Alternatives

Compare DeepInfra with each alternative.

  • Replicate

    Simpler model hosting, friendlier for smaller projects

Full analysis

Based on 20+ public sources: Reddit threads, third-party reviews, official docs, and funding news.

Cheapest API for open-source LLMs with solid security certs — but expect quantization trade-offs and volatile pricing.

Methodology

Based on 20+ public sources: Reddit threads, third-party reviews, official docs, and funding news.

Read how a report is made.

Sources

  1. official
  2. news
  3. review
  4. review
  5. review
  6. review
  7. review
  8. review
  9. DeepInfra data privacy docsdocs.deepinfra.com
    official
  10. DeepInfra Trust Centertrust.deepinfra.com
    security
  11. review

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