Qwen: Qwen3 Coder 30B A3B Instruct
qwen/qwen3-coder-30b-a3b-instruct
Cheapest provider
$0.07 / 1M
Ambient
Fastest provider (p95)
146 tok/s
Ambient
Intelligence (estimated)
69.0
Family + generation + popularity + price tier
Per-provider performance
Latency / throughput / uptime measured across providers over the last 30 minutes of live traffic. Atlas’s router weighs these per call (with the eval-gate signal) when picking a variant for Standard and Batch tiers.
| Provider | Quant | Input $/1M | Output $/1M | Latency p50 / p95 | Throughput p50 / p95 | Uptime 30m | Success |
|---|---|---|---|---|---|---|---|
| Ambient | undisclosed | $0.0700 | $0.2700 | 924ms / 6249ms | 79 / 146 tok/s | 100.00% | 100.0% |
| Novita | q8· fp8 | $0.0700 | $0.2700 | 2119ms / 12681ms | 42 / 96.6 tok/s | 99.77% | 99.8% |
| SiliconFlow | q8· fp8 | $0.0700 | $0.2800 | 2142ms / 9711ms | 24 / 42 tok/s | 97.14% | 93.3% |
| Amazon Bedrock | undisclosed | $0.1500 | $0.6000 | — | — | — | — |
| Alibaba | undisclosed | $0.2925 | $1.4625 | 810ms / 1106ms | 75 / 83 tok/s | — | 100.0% |
“—” means live telemetry hasn’t accumulated enough recent traffic for that endpoint. “undisclosed” means the provider serves the model but doesn’t expose the quantization label (typically running fp8 / int8 internally).
Intelligence estimate
No public benchmark numbers indexed for this model yet, so the leaderboard score is derived from the catalogue data we sync: model family standing, generation, and live usage rank — applied identically to open- and closed-weight models. The heuristic ceiling sits below confirmed-benchmark frontier models so curated rankings stay clearly on top.
- ·qwen coder family base
Want a curated score? File a benchmark report and we’ll add it to the next sync.
How Atlas routes Qwen: Qwen3 Coder 30B A3B Instruct
- Realtime tier — direct passthrough at the upstream’s native precision. Best for hard latency / quality guarantees.
- Standard tier — Atlas picks the cheapest provider variant whose quantization has stayed green on your operation’s eval gates. For Qwen: Qwen3 Coder 30B A3B Instruct that’s currently Ambient at $0.07/1M.
- Batch tier — async, biggest discount. Roadmapped to use provider batch APIs (OpenAI / Anthropic) where available and queued spot capacity for open-weight workloads.