DeepSeek: DeepSeek V4 Pro
deepseek/deepseek-v4-pro
Cheapest provider
$0.43 / 1M
DeepSeek
Fastest provider (p95)
—
No throughput data yet — populated as traffic accumulates
Intelligence (estimated)
74.2
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 |
|---|---|---|---|---|---|---|---|
| DeepSeek | undisclosed | $0.4350 | $0.8700 | — | — | 99.99% | — |
| DeepInfra | q4· fp4 | $1.3000 | $2.6000 | — | — | 98.87% | — |
| GMICloud | q8· fp8 | $1.3920 | $2.7840 | — | — | 99.03% | — |
| Baidu | q8· fp8 | $1.5210 | $3.0420 | — | — | 99.96% | — |
| Novita | q8· fp8 | $1.6000 | $3.3800 | — | — | 99.94% | — |
| Alibaba | undisclosed | $1.6080 | $3.2160 | — | — | 99.59% | — |
| SiliconFlow | q8· fp8 | $1.6200 | $3.4800 | — | — | 98.70% | — |
| StreamLake | undisclosed | $1.6530 | $3.3060 | — | — | 97.43% | — |
| AtlasCloud | q8· fp8 | $1.6800 | $3.3800 | — | — | 98.86% | — |
| Venice | undisclosed | $1.7300 | $3.7960 | — | — | 99.41% | — |
| Fireworks | undisclosed | $1.7400 | $3.4800 | — | — | 91.53% | — |
| Parasail | q8· fp8 | $1.7400 | $3.4800 | — | — | 99.46% | — |
| Together | undisclosed | $2.1000 | $4.4000 | — | — | 96.33% | — |
“—” 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-6 on OpenRouter +2
- ·≥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 Pro
- 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 Pro that’s currently DeepSeek at $0.43/1M.
- Batch tier — async, biggest discount. Roadmapped to use provider batch APIs (OpenAI / Anthropic) where available and queued spot capacity for open-weight workloads.