PRICE~moonshotai/kimi-latest cached_input_per_mtok increased from 0.29 to 0.8010m PRICE~moonshotai/kimi-latest output_per_mtok increased from 11.36 to 13.0010m PRICE~moonshotai/kimi-latest input_per_mtok increased from 0.75 to 0.9810m PRICE~deepseek/deepseek-pro-latest input_per_mtok decreased from 0.13 to 0.1341m PRICE~deepseek/deepseek-pro-latest output_per_mtok increased from 0.40 to 4.2041m PRICE~deepseek/deepseek-pro-latest cached_input_per_mtok increased from 0.0042 to 0.1041m PRICE~moonshotai/kimi-latest input_per_mtok decreased from 0.99 to 0.7541m PRICE~moonshotai/kimi-latest output_per_mtok decreased from 13.00 to 11.3641m PRICE~moonshotai/kimi-latest cached_input_per_mtok decreased from 0.80 to 0.2941m PRICE~moonshotai/kimi-latest input_per_mtok increased from 0.75 to 0.991h PRICE~moonshotai/kimi-latest output_per_mtok increased from 11.36 to 13.001h PRICE~moonshotai/kimi-latest cached_input_per_mtok increased from 0.29 to 0.801h PERFORMANCEGLM-5.2 → Scaleway: TTFT ↑ 20%2h PERFORMANCEDeepSeek V4 Flash → Scaleway: TTFT ↑ 35%2h PERFORMANCEMistral Medium 3.5 → Scaleway: TTFT ↓ 21%2h PERFORMANCEDeepSeek V4 Flash → Scaleway: throughput ↓ 20%2h PERFORMANCEGPT-OSS 120B → Scaleway: throughput ↑ 31%2h PERFORMANCEGPT-OSS 120B → Scaleway: TTFT ↓ 24%2h PERFORMANCEGPT-OSS 120B → Together AI: throughput ↑ 20%2h PERFORMANCEKimi K3 via OpenRouter: TTFT ↓ 49%2h PERFORMANCEGLM-5.2 via OpenRouter: reliability recovered 96.8% → 100.0%2h PERFORMANCEKimi K3 via Cortecs: throughput ↑ 184%2h PERFORMANCEKimi K3 via Cortecs: TTFT ↓ 42%2h PERFORMANCEGLM-5.2 via OpenRouter: throughput ↓ 49%2h PERFORMANCEGLM-5.2 via OpenRouter: TTFT ↑ 121%2h PERFORMANCEMiniMax M3 via OpenRouter: reliability recovered 96.8% → 100.0%2h PERFORMANCEDeepSeek V4 Pro via Cortecs: throughput ↑ 27%2h PERFORMANCEGPT-OSS 120B via OpenRouter: throughput ↓ 22%2h PERFORMANCEGLM-4.7 via OpenRouter: TTFT ↓ 78%2h PERFORMANCEGPT-OSS 20B → Groq: TTFT ↑ 24%2h PERFORMANCEKimi K3 → Together AI: TTFT ↓ 34%2h PERFORMANCEDeepSeek V4 Flash via OpenRouter: throughput ↓ 17%2h PERFORMANCELlama 3.3 70B via Cortecs: TTFT ↓ 51%2h PERFORMANCEQwen3 235B via OpenRouter: throughput ↑ 37%2h PERFORMANCEQwen3 235B via OpenRouter: TTFT ↓ 29%2h PERFORMANCEDeepSeek V4 Flash → Together AI: throughput ↑ 19%2h PERFORMANCEGLM-5.3 via OpenRouter: throughput ↓ 17%2h PERFORMANCEGPT-OSS 20B via Cortecs: throughput ↑ 28%2h PERFORMANCELlama 3.3 70B → Together AI: TTFT ↓ 33%2h PRICEtencent/hy4-preview output_per_mtok increased from 2.25 to 2.502h

PRICE~moonshotai/kimi-latest cached_input_per_mtok increased from 0.29 to 0.8010m PRICE~moonshotai/kimi-latest output_per_mtok increased from 11.36 to 13.0010m PRICE~moonshotai/kimi-latest input_per_mtok increased from 0.75 to 0.9810m PRICE~deepseek/deepseek-pro-latest input_per_mtok decreased from 0.13 to 0.1341m PRICE~deepseek/deepseek-pro-latest output_per_mtok increased from 0.40 to 4.2041m PRICE~deepseek/deepseek-pro-latest cached_input_per_mtok increased from 0.0042 to 0.1041m PRICE~moonshotai/kimi-latest input_per_mtok decreased from 0.99 to 0.7541m PRICE~moonshotai/kimi-latest output_per_mtok decreased from 13.00 to 11.3641m PRICE~moonshotai/kimi-latest cached_input_per_mtok decreased from 0.80 to 0.2941m PRICE~moonshotai/kimi-latest input_per_mtok increased from 0.75 to 0.991h PRICE~moonshotai/kimi-latest output_per_mtok increased from 11.36 to 13.001h PRICE~moonshotai/kimi-latest cached_input_per_mtok increased from 0.29 to 0.801h PERFORMANCEGLM-5.2 → Scaleway: TTFT ↑ 20%2h PERFORMANCEDeepSeek V4 Flash → Scaleway: TTFT ↑ 35%2h PERFORMANCEMistral Medium 3.5 → Scaleway: TTFT ↓ 21%2h PERFORMANCEDeepSeek V4 Flash → Scaleway: throughput ↓ 20%2h PERFORMANCEGPT-OSS 120B → Scaleway: throughput ↑ 31%2h PERFORMANCEGPT-OSS 120B → Scaleway: TTFT ↓ 24%2h PERFORMANCEGPT-OSS 120B → Together AI: throughput ↑ 20%2h PERFORMANCEKimi K3 via OpenRouter: TTFT ↓ 49%2h PERFORMANCEGLM-5.2 via OpenRouter: reliability recovered 96.8% → 100.0%2h PERFORMANCEKimi K3 via Cortecs: throughput ↑ 184%2h PERFORMANCEKimi K3 via Cortecs: TTFT ↓ 42%2h PERFORMANCEGLM-5.2 via OpenRouter: throughput ↓ 49%2h PERFORMANCEGLM-5.2 via OpenRouter: TTFT ↑ 121%2h PERFORMANCEMiniMax M3 via OpenRouter: reliability recovered 96.8% → 100.0%2h PERFORMANCEDeepSeek V4 Pro via Cortecs: throughput ↑ 27%2h PERFORMANCEGPT-OSS 120B via OpenRouter: throughput ↓ 22%2h PERFORMANCEGLM-4.7 via OpenRouter: TTFT ↓ 78%2h PERFORMANCEGPT-OSS 20B → Groq: TTFT ↑ 24%2h PERFORMANCEKimi K3 → Together AI: TTFT ↓ 34%2h PERFORMANCEDeepSeek V4 Flash via OpenRouter: throughput ↓ 17%2h PERFORMANCELlama 3.3 70B via Cortecs: TTFT ↓ 51%2h PERFORMANCEQwen3 235B via OpenRouter: throughput ↑ 37%2h PERFORMANCEQwen3 235B via OpenRouter: TTFT ↓ 29%2h PERFORMANCEDeepSeek V4 Flash → Together AI: throughput ↑ 19%2h PERFORMANCEGLM-5.3 via OpenRouter: throughput ↓ 17%2h PERFORMANCEGPT-OSS 20B via Cortecs: throughput ↑ 28%2h PERFORMANCELlama 3.3 70B → Together AI: TTFT ↓ 33%2h PRICEtencent/hy4-preview output_per_mtok increased from 2.25 to 2.502h

DeepSeek V4 Pro

5 providers · MoE · 1M context · 2 regions · all models →

DeepSeek V4 Pro across 5 providers

Same model. Different infrastructure.

TTFT spread2.3×Throughput spread2.2×Output price8.4×Tool reliability0.0 pts

TTFT480 ms1086 msbest: Cortecs

Throughput63 tok/s140 tok/sbest: Cortecs

Output price$0.42/M$3.50/Mbest: OpenRouter

Reliability100.0%100.0%best: Cortecs

Tool success100.0%100.0%best: Cortecs

DeepSeek V4 Pro — tool-calling benchmark

2 providers · 100.0% → 100.0% · 0.0 pt spread

#	Provider	Tools	Δ best	Rel.	JSON	TTFT	P95	Tok/s	$ Out
01	OpenRouter	100.0%	—	100.0%	97.6%	1086 ms	3466 ms	63	$0.42
02	Cortecs	100.0%	−0.0	100.0%	95.2%	480 ms	3019 ms	140	$3.50

DeepSeek V4 Pro inference benchmark: fastest & cheapest providers · InferenceBench