⚡Inference APIs
Hosted LLM and multimodal APIs — chat, completion, vision, speech, embeddings. Pay-per-token or reserved capacity.
Machine board /api/leaderboards?category=inference-apis. Editorial 0–10, not Arena Elo. Alternatives for the current top row: /alternatives/openai-moderation.
OpenAI Moderation
Default first-pass content filter for agent I/O. Pair with Llama Guard (Groq) or NeMo Guardrails when you…
Fal
Depot default for programmatic image/video/audio gen. One API to rule the media zoo.
Deepgram
Default STT and strong voice-agent platform. Standard Flux TTS / Voice Agent rates live since 2026-09-15…
Google AI (Gemini)
Best value frontier stack and multimodal king. Use Flash for high-volume agent loops; Pro when quality…
Anthropic
Depot default for serious coding and production agents. Prefer Sonnet for cost/quality; reserve Opus for hard…
Cloudflare AI Gateway
Free edge gateway peer to Portkey/OpenRouter. Depot llm-ai-gateway pick stays Portkey for virtual…
Full ranking
| # | Provider | Overall | Fit | $/perf | Latency | DX | As of |
|---|---|---|---|---|---|---|---|
| 1 | OpenAI Moderation | 8.6 | 8.2 | 9.8 | 9.2 | 9.4 | 2026-09-14 |
| 2 | Fal | 8.5 | 9.2 | 8.5 | 8.6 | 9.6 | 2026-10-19 |
| 3 | Deepgram | 8.5 | 8.8 | 8.8 | 8.6 | 8.6 | 2026-10-19 |
| 4 | Google AI (Gemini) | 8.4 | 9.2 | 8.8 | 8.5 | 8.2 | 2026-10-19 |
| 5 | Anthropic | 8.4 | 9.7 | 6.8 | 8.7 | 9.2 | 2026-10-19 |
| 6 | Cloudflare AI Gateway | 8.4 | 8.0 | 9.4 | 9.0 | 8.2 | 2026-09-14 |
| 7 | Voyage AI | 8.4 | 9.2 | 8.8 | 8.4 | 8.6 | 2026-09-14 |
| 8 | Fireworks AI | 8.3 | 8.6 | 8.8 | 8.4 | 9.0 | 2026-09-14 |
| 9 | Portkey | 8.3 | 8.8 | 8.2 | 8.6 | 9.0 | 2026-09-14 |
| 10 | Rime | 8.3 | 8.6 | 8.8 | 8.4 | 8.6 | 2026-09-14 |
| 11 | Speechmatics | 8.2 | 9.0 | 7.2 | 8.8 | 7.8 | 2026-09-14 |
| 12 | OpenAI | 8.2 | 9.6 | 6.2 | 8.8 | 9.5 | 2026-09-14 |
| 13 | Lakera Guard | 8.2 | 8.8 | 7.8 | 8.4 | 9.0 | 2026-09-14 |
| 14 | Vercel AI Gateway | 8.2 | 8.2 | 9.0 | 8.6 | 9.2 | 2026-09-14 |
| 15 | Together AI | 8.2 | 8.5 | 9.0 | 8.0 | 8.4 | 2026-09-14 |
| 16 | Guardrails AI | 8.2 | 8.4 | 8.8 | 7.8 | 8.2 | 2026-09-14 |
| 17 | OpenAI Media (Images/Audio) | 8.2 | 8.8 | 7.2 | 8.8 | 9.2 | 2026-09-14 |
| 18 | Jina AI | 8.1 | 8.2 | 8.6 | 7.8 | 8.8 | 2026-09-14 |
| 19 | AssemblyAI | 8.1 | 8.6 | 7.2 | 8.4 | 8.8 | 2026-09-14 |
| 20 | Scaleway Generative APIs | 8.1 | 7.8 | 8.6 | 8.0 | 8.2 | 2026-09-14 |
| 21 | You.com API | 8.1 | 8.4 | 7.8 | 8.2 | 8.8 | 2026-09-14 |
| 22 | Mistral AI | 8.1 | 8.2 | 8.4 | 8.0 | 8.0 | 2026-09-14 |
| 23 | FriendliAI | 8.0 | 8.4 | 8.0 | 8.4 | 8.2 | 2026-10-01 |
| 24 | IONOS AI Model Hub | 8.0 | 7.8 | 8.4 | 8.0 | 7.8 | 2026-09-14 |
| 25 | OpenRouter | 8.0 | 8.8 | 7.8 | 7.6 | 9.2 | 2026-09-14 |
| 26 | Baseten | 8.0 | 8.4 | 7.8 | 8.4 | 8.6 | 2026-09-14 |
| 27 | Hyperstack | 8.0 | 8.2 | 8.4 | 8.0 | 8.0 | 2026-09-14 |
| 28 | Infomaniak AI | 8.0 | 7.4 | 8.0 | 8.2 | 7.8 | 2026-09-14 |
| 29 | Google Vertex AI | 8.0 | 9.0 | 7.0 | 9.0 | 7.2 | 2026-09-14 |
| 30 | Cohere | 8.0 | 7.8 | 8.0 | 8.4 | 7.8 | 2026-10-19 |
| 31 | Groq | 8.0 | 7.8 | 9.0 | 8.2 | 8.8 | 2026-09-14 |
| 32 | DeepInfra | 8.0 | 8.0 | 9.4 | 7.5 | 8.5 | 2026-09-14 |
| 33 | Hugging Face Inference | 8.0 | 8.4 | 7.2 | 7.4 | 8.6 | 2026-09-14 |
| 34 | DeepSeek | 8.0 | 8.8 | 9.8 | 7.8 | 8.0 | 2026-09-14 |
| 35 | Gladia | 7.9 | 8.2 | 7.8 | 8.0 | 8.2 | 2026-09-14 |
| 36 | Moonshot (Kimi) | 7.9 | 8.6 | 8.4 | 7.8 | 8.2 | 2026-09-14 |
| 37 | Predibase | 7.9 | 8.4 | 8.0 | 7.8 | 8.2 | 2026-09-14 |
| 38 | NVIDIA NeMo Guardrails | 7.9 | 8.8 | 7.5 | 8.0 | 7.0 | 2026-09-14 |
| 39 | Alibaba Cloud Model Studio (DashScope) | 7.9 | 8.6 | 8.2 | 8.4 | 7.2 | 2026-09-14 |
| 40 | MiniMax | 7.8 | 8.4 | 8.8 | 7.8 | 8.2 | 2026-09-14 |
| 41 | Replicate | 7.8 | 8.4 | 6.0 | 8.2 | 9.4 | 2026-09-14 |
| 42 | Z.AI (Zhipu GLM) | 7.8 | 8.2 | 9.0 | 7.6 | 8.0 | 2026-09-14 |
| 43 | Amazon Bedrock | 7.8 | 8.8 | 6.0 | 9.2 | 6.8 | 2026-09-14 |
| 44 | OVHcloud AI Endpoints | 7.7 | 7.2 | 8.8 | 7.8 | 7.2 | 2026-09-14 |
| 45 | Cloudflare Workers AI | 7.7 | 6.8 | 8.5 | 8.2 | 8.4 | 2026-09-14 |
| 46 | xAI | 7.7 | 8.8 | 8.0 | 7.8 | 7.8 | 2026-09-14 |
| 47 | Perplexity | 7.7 | 8.2 | 7.5 | 8.0 | 8.0 | 2026-09-14 |
| 48 | NVIDIA NIM / NGC | 7.7 | 8.6 | 7.0 | 8.0 | 6.8 | 2026-10-19 |
| 49 | Azure OpenAI | 7.6 | 9.0 | 5.5 | 9.0 | 7.0 | 2026-09-14 |
| 50 | Cerebras | 7.6 | 8.0 | 8.2 | 7.8 | 7.5 | 2026-09-14 |
| 51 | SambaNova | 7.5 | 8.0 | 7.8 | 8.2 | 6.8 | 2026-09-14 |
| 52 | AI21 Labs | 7.5 | 7.6 | 7.2 | 8.2 | 7.2 | 2026-09-14 |
| 53 | Novita AI | 7.4 | 7.2 | 9.0 | 7.0 | 7.8 | 2026-09-14 |
| 54 | STACKIT AI Model Serving | 7.4 | 7.0 | 8.0 | 7.8 | 6.5 | 2026-09-14 |
| 55 | T-Systems AI Foundation Services | 7.4 | 8.0 | 5.5 | 8.2 | 6.8 | 2026-09-14 |
| 56 | SiliconFlow | 7.3 | 7.4 | 9.2 | 6.8 | 7.6 | 2026-09-14 |
| 57 | Lepton AI | 7.3 | 7.2 | 8.2 | 7.2 | 7.8 | 2026-09-14 |
| 58 | Hyperbolic | 7.3 | 7.0 | 8.8 | 6.8 | 8.0 | 2026-09-14 |
| 59 | Chutes | 7.3 | 7.4 | 9.2 | 6.8 | 7.6 | 2026-09-14 |
| 60 | Databricks Mosaic AI | 7.1 | 8.4 | 4.8 | 8.5 | 6.8 | 2026-09-14 |
| 61 | Snowflake Cortex | 7.1 | 7.8 | 5.5 | 8.4 | 7.0 | 2026-09-14 |
| 62 | Aleph Alpha (PhariaAI) | 6.6 | 7.2 | 4.5 | 8.0 | 5.5 | 2026-09-14 |
| 63 | Infermatic | 6.5 | 5.5 | 8.0 | 5.8 | 7.0 | 2026-09-14 |