DeepSeek: DeepSeek V4 Flash
deepseek/deepseek-v4-flash
Cheapest provider
$0.10 / 1M
DeepInfra
Fastest provider (p95)
—
No throughput data yet — populated as traffic accumulates
Intelligence (estimated)
75.0
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 |
|---|---|---|---|---|---|---|---|
| DeepInfra | q4· fp4 | $0.1000 | $0.2000 | — | — | 99.50% | — |
| GMICloud | q8· fp8 | $0.1120 | $0.2240 | — | — | 98.00% | — |
| Baidu | q8· fp8 | $0.1260 | $0.2520 | — | — | 99.99% | — |
| Alibaba | undisclosed | $0.1340 | $0.2680 | — | — | 99.53% | — |
| Morph | undisclosed | $0.1390 | $0.2780 | — | — | 34.25% | — |
| AkashML | q8· fp8 | $0.1400 | $0.2800 | — | — | 99.85% | — |
| AtlasCloud | q8· fp8 | $0.1400 | $0.2800 | — | — | 99.99% | — |
| DeepSeek | undisclosed | $0.1400 | $0.2800 | — | — | 100.00% | — |
| Novita | q8· fp8 | $0.1400 | $0.2800 | — | — | 99.98% | — |
| Parasail | q8· fp8 | $0.1400 | $0.2800 | — | — | 99.79% | — |
| SiliconFlow | q8· fp8 | $0.1400 | $0.2800 | — | — | 97.68% | — |
| StreamLake | undisclosed | $0.1540 | $0.3080 | — | — | 99.25% | — |
| Venice | undisclosed | $0.1700 | $0.3500 | — | — | 99.89% | — |
“—” 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.
- ·deepseek v family base
- ·top-1 on OpenRouter +3
- ·≥1M context +1
Want a curated score? File a benchmark report and we’ll add it to the next sync.
How Atlas routes DeepSeek: DeepSeek V4 Flash
- 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 DeepSeek: DeepSeek V4 Flash that’s currently DeepInfra at $0.10/1M.
- Batch tier — async, biggest discount. Roadmapped to use provider batch APIs (OpenAI / Anthropic) where available and queued spot capacity for open-weight workloads.