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Ranked by measurement

Best LLM inference API

42 tested · top 42 shown

Ordered by a seven-frame production-readiness benchmark measured from each product's public surface — not popularity, pricing or feature count. Nobody pays to appear here and the order is never edited. How it is measured →
How this field scores
low 62median 84best 100
  1. 1
    Bee
    Bee is a multi-tier AI platform with an OpenAI-compatible API and team workspace tools.
    Perf 99
    Acce 98
    Sec 100
    Priv 100
    Rel 100
    Std 100
    Disc 100
    bee.heossi.com · measured 2026-10-28
    7/7 frames
  2. 2
    GlianaAI
    Pay-per-call AI inference with no signup, no API key, and no minimum spend.
    Perf 98
    Acce 97
    Sec 100
    Priv 100
    Rel 100
    Std 92
    Disc 100
    ai.glianalabs.com · measured 2026-11-06
    7/7 frames
  3. 3
    OceanToken
    OceanToken provides AI model access for agents, workflows, and products.
    Perf 89
    Acce 96
    Sec 100
    Priv 100
    Rel 100
    Std 100
    Disc 100
    oceantoken.ai · measured 2026-10-30
    7/7 frames
  4. 4
    ScaledThought
    ScaledThought is a pay-per-token AI API service billed from prepaid credits.
    Perf 100
    Acce 100
    Sec 80
    Priv 100
    Rel 100
    Std 92
    Disc 100
    scaledthought.com · measured 2026-11-02
    7/7 frames
  5. 5
    endlesstokens
    Flat-rate AI API access billed by time window, not by token.
    Perf 99
    Acce 100
    Sec 100
    Priv 70
    Rel 100
    Std 92
    Disc 100
    endlesstokens.ai · measured 2026-10-29
    7/7 frames
  6. 6
    rootmode
    A decentralized AI app that connects users directly to model providers with no account required.
    Perf 100
    Acce 91
    Sec 100
    Priv 100
    Rel 100
    Std 92
    Disc 75
    rootmode.ai · measured 2026-11-07
    7/7 frames
  7. 7
    Isoquant
    Isoquant provides optimized inference for open AI models at low cost and latency.
    Perf 80
    Acce 100
    Sec 80
    Priv 100
    Rel 100
    Std 92
    Disc 85
    isoquant.ai · measured 2026-11-04
    7/7 frames
  8. 8
    Mistral Large 4
    Mistral Large 4 is a large language model available via API and web interface.
    Perf 87
    Acce 100
    Sec 60
    Priv 100
    Rel 100
    Std 89
    Disc 100
    mistrallarge4.com · measured 2026-10-30
    7/7 frames
  9. 9
    Zro
    Private open-model inference for coding agents, hosted on EU infrastructure.
    Perf 75
    Acce 97
    Sec 100
    Priv 75
    Rel 100
    Std 92
    Disc 100
    zro.moonmath.ai · measured 2026-10-31
    7/7 frames
  10. 10
    Kielo
    Distributed LLM inference network that lets users earn from idle GPU compute.
    Perf 94
    Acce 88
    Sec 45
    Priv 100
    Rel 100
    Std 100
    Disc 100
    kielo.in · measured 2026-11-05
    7/7 frames
  11. 11
    Kinovi
    Kinovi is a pay-as-you-go platform for running AI video, image, and audio models.
    Perf 77
    Acce 93
    Sec 70
    Priv 100
    Rel 100
    Std 87
    Disc 100
    kinovi.ai · measured 2026-10-30
    7/7 frames
  12. 12
    camelAI
    camelAI offers a flat-rate DeepSeek API for high-volume coding agent workloads.
    Perf 91
    Acce 100
    Sec 25
    Priv 100
    Rel 100
    Std 97
    Disc 100
    camelai.com · measured 2026-11-01
    7/7 frames
  13. 13
    Ollama
    Ollama lets you run open AI models locally or via the cloud across free and paid plans.
    Perf 98
    Acce 84
    Sec 40
    Priv 100
    Rel 100
    Std 92
    Disc 100
    ollama.com · measured 2026-10-30
    7/7 frames
  14. 14
    Overview - Z.AI DEVELOPER DOCUMENT
    Z.AI provides API access to GLM-series language, vision, image, video, and audio models.
    Perf 98
    Acce 97
    Sec 80
    Priv 70
    Rel 100
    Std 92
    Disc 80
    docs.z.ai · measured 2026-11-10
    7/7 frames
  15. 15
    Tiyuvta Inference
    Pay-as-you-go API inference for large language models on prepaid credit.
    Perf 96
    Acce 100
    Sec 45
    Priv 100
    Rel 80
    Std 92
    Disc 100
    inference.tiyuvta.ai · measured 2026-11-07
    7/7 frames
  16. 16
    Superlinked
    API and open-source server for running small, task-specific AI models in production.
    Perf 85
    Acce 97
    Sec 45
    Priv 100
    Rel 100
    Std 92
    Disc 90
    superlinked.com · measured 2026-11-03
    7/7 frames
  17. 17
    Cohere
    Cohere provides enterprise AI models for text generation, search, and automation.
    Perf 41
    Acce 95
    Sec 70
    Priv 100
    Rel 100
    Std 97
    Disc 100
    cohere.com · measured 2026-10-31
    7/7 frames
  18. 18
    Inference Cooperative
    A member-governed cooperative providing AI chat and API access.
    Perf 100
    Acce 93
    Sec 100
    Priv 25
    Rel 92
    Std 92
    Disc 100
    inference.coop · measured 2026-11-09
    7/7 frames
  19. 19
    AirCube
    AirCube provides a single API to access over 450 AI image, video, and audio models.
    Perf 77
    Acce 92
    Sec 25
    Priv 100
    Rel 100
    Std 100
    Disc 100
    aircube.ai · measured 2026-10-28
    7/7 frames
  20. 20
    APIShare
    APIShare is a compute-sharing platform offering pay-per-token access to free LLM APIs.
    Perf 91
    Acce 90
    Sec 25
    Priv 100
    Rel 100
    Std 92
    Disc 100
    apishare.cc · measured 2026-11-10
    7/7 frames
  21. 21
    Yolo-Auto
    Yolo-Auto provides an OpenAI-compatible LLM API for developers. Flat-rate pricing, unlimited tokens, no prompt
    Perf 79
    Acce 100
    Sec 25
    Priv 100
    Rel 100
    Std 92
    Disc 100
    yolo-auto.com · measured 2026-10-28
    7/7 frames
  22. 22
    TokenDelivery.ai
    TokenDelivery.ai is an API service for open-weight AI models with fully deterministic outputs.
    Perf 97
    Acce 100
    Sec 45
    Priv 100
    Rel 92
    Std 92
    Disc 60
    tokendelivery.ai · measured 2026-10-30
    7/7 frames
  23. 23
    Abliteration
    API platform providing uncensored AI models on OpenAI-compatible endpoints.
    Perf 56
    Acce 97
    Sec 55
    Priv 75
    Rel 100
    Std 97
    Disc 100
    abliteration.ai · measured 2026-11-08
    7/7 frames
  24. 24
    AntSeed
    AntSeed is a decentralized open market for AI inference with no central middleman.
    Perf 70
    Acce 99
    Sec 45
    Priv 75
    Rel 100
    Std 92
    Disc 100
    antseed.com · measured 2026-11-07
    7/7 frames
  25. 25
    Fireworks AI
    Fireworks AI is a platform for deploying and fine-tuning AI models via serverless or on-demand GPU infrastruct
    Perf 35
    Acce 94
    Sec 80
    Priv 75
    Rel 100
    Std 97
    Disc 100
    fireworks.ai · measured 2026-10-27
    7/7 frames
  26. 26
    Gateway
    VLM Run Gateway is a vision-language model API with tiered, per-token pricing.
    Perf 83
    Acce 97
    Sec 45
    Priv 75
    Rel 100
    Std 92
    Disc 85
    vlmrun.com · measured 2026-11-09
    7/7 frames
  27. 27
    Groq
    Groq provides fast, affordable API inference for large language and speech models.
    Perf 58
    Acce 90
    Sec 80
    Priv 75
    Rel 100
    Std 100
    Disc 70
    groq.com · measured 2026-10-27
    7/7 frames
  28. 28
    Solheim
    EU-hosted LLM inference on a flat monthly fee, no token metering.
    Perf 100
    Acce 97
    Sec 25
    Priv 100
    Rel 100
    Std 92
    Disc 50
    solheim.ai · measured 2026-11-01
    7/7 frames
  29. 29
    Together AI
    Together AI provides cloud infrastructure for running and fine-tuning AI models via API.
    Perf 30
    Acce 88
    Sec 60
    Priv 100
    Rel 100
    Std 86
    Disc 100
    together.ai · measured 2026-11-01
    7/7 frames
  30. 30
    Canopy Wave
    Kimi K3 API: Moonshot AI’s flagship model with 2.8 trillion parameters, 1M token context, and native multimoda
    Perf 70
    Acce 93
    Sec 25
    Priv 100
    Rel 100
    Std 89
    Disc 85
    canopywave.com · measured 2026-11-03
    7/7 frames
  31. 31
    Coral Bricks
    High-throughput AI inference service built for long-running headless agents.
    Perf 70
    Acce 100
    Sec 25
    Priv 100
    Rel 75
    Std 92
    Disc 100
    coralbricks.ai · measured 2026-11-08
    7/7 frames
  32. 32
    OneTriangle
    Managed LLM inference using KV cache transfer to reduce cost and latency.
    Perf 99
    Acce 100
    Sec 45
    Priv 25
    Rel 100
    Std 100
    Disc 90
    onetriangle.ai · measured 2026-11-07
    7/7 frames
  33. 33
    Replicate
    Replicate is a cloud platform for running AI models via API on pay-per-second GPU hardware.
    Sec 80
    Priv 75
    Rel 100
    Std 75
    Disc 60
    2 not assessed
    replicate.com · measured 2026-11-05
    5/7 frames
  34. 34
    Baseten
    Baseten is a production inference platform for deploying and scaling AI models on GPUs.
    Perf 37
    Acce 83
    Sec 65
    Priv 75
    Rel 100
    Std 89
    Disc 85
    baseten.co · measured 2026-10-27
    7/7 frames
  35. 35
    Cerebras
    Cerebras provides an inference API powered by its Wafer-Scale Engine chip.
    Perf 58
    Acce 89
    Sec 45
    Priv 75
    Rel 100
    Std 92
    Disc 70
    cerebras.ai · measured 2026-11-06
    7/7 frames
  36. 36
    TezGrid
    TezGrid routes AI inference requests to idle computers already owned by individuals.
    Perf 99
    Acce 97
    Sec 45
    Priv 25
    Rel 92
    Std 92
    Disc 72
    tezgrid.com · measured 2026-11-05
    7/7 frames
  37. 37
    TryAI
    Access GPT-5.6 Sol on TryAI with pay-per-use pricing and no subscription.
    Perf 89
    Acce 96
    Sec 25
    Priv 25
    Rel 100
    Std 100
    Disc 87
    tryai.dev · measured 2026-10-31
    7/7 frames
  38. 38
    MiniMax
    MiniMax provides multimodal AI models and APIs covering language, video, speech, and music.
    Perf 63
    Acce 86
    Sec 60
    Priv 25
    Rel 75
    Std 92
    Disc 100
    minimax.io · measured 2026-11-06
    7/7 frames
  39. 39
    Token Plan
    QwenCloud Token Plan offers subscription access to multiple AI models under one plan.
    Perf 39
    Acce 70
    Sec 70
    Priv 70
    Rel 100
    Std 76
    Disc 75
    qwencloud.com · measured 2026-10-04
    7/7 frames
  40. 40
    Oxlo.ai
    Oxlo.ai offers privacy-first AI inference for 45+ open-source models at flat monthly pricing.
    Perf 67
    Acce 95
    Sec 65
    Priv 0
    Rel 75
    Std 86
    Disc 100
    oxlo.ai · measured 2026-11-05
    7/7 frames
  41. 41
    Doubleword
    Low-cost AI inference API for open-weight LLMs with flexible delivery windows.
    Perf 79
    Acce 83
    Sec 65
    Priv 0
    Rel 67
    Std 89
    Disc 100
    doubleword.ai · measured 2026-11-03
    7/7 frames
  42. 42
    AptAI
    AptAI is a fine-tuning and model-serving platform built around shared GPU infrastructure.
    Perf 33
    Acce 86
    Sec 60
    Priv 25
    Rel 67
    Std 92
    Disc 70
    aptai.dev · measured 2026-10-23
    7/7 frames
What this does not say
This ranks how production-ready each product's public surface is — not how well it does its job. For llm inference api, that means it does not measure the quality of the work itself. Products whose sites block automated readers are left out rather than ranked last — we did not measure them, and bottom placement would claim something we never observed. Scores are floors: anything set at a CDN, a proxy or behind a login is invisible from the public surface.

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