SambaNova Cloud vs Cerebras Inference vs Together AI vs Fireworks AI
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
SambaNova Cloud
Open models at record tokens-per-second on RDU silicon
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Cerebras Inference
1,800+ tokens/sec inference on wafer-scale silicon.
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Together AI
High-performance inference for open-weights LLMs
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Fireworks AI
Production inference platform for open-weights LLMs
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| RECATOOLS Score | 7 / 10 | 7.7 / 10 | 8 / 10 | 7.7 / 10 |
| Capability | ||||
| Value for money | ||||
| Ease of use | ||||
| ASEAN readiness | ||||
| API quality | ||||
| Pricing | Paid | Paid | Paid | Paid |
| Free tier | — | — | — | — |
| Paid from | — | — | — | — |
| Has API | ✓ | ✓ | ✓ | ✓ |
| Open source | ✗ | ✗ | ✗ | ✗ |
| Free to use | ✗ | ✗ | ✗ | ✗ |
| Users | — | — | — | — |
| Founded | — | — | 2022 | 2022 |
| Maker | — | — | — | — |
| Verdict | SambaNova's pitch is speed, and the benchmarks back it. Its custom RDU chips (the SN40L) run big open models at token rates that GPU-based serverless providers struggle to match, with third-party measurements putting Lla... |
Speed is the whole pitch, and Cerebras delivers it: roughly 1,800 tokens/sec on Llama 3.3 70B and over 2,000 on smaller models, an order of magnitude past typical GPU inference. That changes what agentic loops and real-t... |
Together AI is a developer-focused cloud for running, fine-tuning, and training open-source models (Llama, DeepSeek, Qwen, Flux, and many more) with an OpenAI-compatible API, competitive pricing, and strong inference per... |
Fireworks AI is a high-performance inference platform for running open-weight LLMs and multimodal models at low latency and competitive per-token cost, with fine-tuning, function calling, JSON mode and an OpenAI-compatib... |
| Full review → | Full review → | Full review → | Full review → |
Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.