PRICE~z-ai/glm-latest cached_input_per_mtok increased from 0.08 to 0.1517mPRICE~z-ai/glm-latest output_per_mtok decreased from 4.00 to 2.7917mPRICE~z-ai/glm-latest input_per_mtok decreased from 0.12 to 0.06617mPRICE~moonshotai/kimi-latest cached_input_per_mtok decreased from 0.80 to 0.4517mPRICE~moonshotai/kimi-latest input_per_mtok decreased from 0.98 to 0.9717mPRICE~deepseek/deepseek-v4-flash-latest output_per_mtok decreased from 1.04 to 0.8117mPRICE~deepseek/deepseek-v4-flash-latest input_per_mtok increased from 0.0038 to 0.008617mPRICE~deepseek/deepseek-pro-latest cached_input_per_mtok decreased from 0.10 to 0.004217mPRICE~deepseek/deepseek-pro-latest output_per_mtok decreased from 4.20 to 0.4017mPRICE~deepseek/deepseek-pro-latest input_per_mtok increased from 0.13 to 0.1317mPRICEdeepseek/deepseek-v4-flash-0731 cached_input_per_mtok increased from 0.0051 to 0.01217mPRICEdeepseek/deepseek-v4-flash-0731 input_per_mtok increased from 0.0051 to 0.01217mPRICE~moonshotai/kimi-latest cached_input_per_mtok increased from 0.29 to 0.8048mPRICE~moonshotai/kimi-latest output_per_mtok increased from 11.36 to 13.0048mPRICE~moonshotai/kimi-latest input_per_mtok increased from 0.75 to 0.9848mPRICE~deepseek/deepseek-pro-latest input_per_mtok decreased from 0.13 to 0.131hPRICE~deepseek/deepseek-pro-latest output_per_mtok increased from 0.40 to 4.201hPRICE~deepseek/deepseek-pro-latest cached_input_per_mtok increased from 0.0042 to 0.101hPRICE~moonshotai/kimi-latest input_per_mtok decreased from 0.99 to 0.751hPRICE~moonshotai/kimi-latest output_per_mtok decreased from 13.00 to 11.361hPRICE~moonshotai/kimi-latest cached_input_per_mtok decreased from 0.80 to 0.291hPRICE~moonshotai/kimi-latest input_per_mtok increased from 0.75 to 0.992hPRICE~moonshotai/kimi-latest output_per_mtok increased from 11.36 to 13.002hPRICE~moonshotai/kimi-latest cached_input_per_mtok increased from 0.29 to 0.802hPERFORMANCEGLM-5.2 → Scaleway: TTFT ↑ 20%2hPERFORMANCEDeepSeek V4 Flash → Scaleway: TTFT ↑ 35%2hPERFORMANCEMistral Medium 3.5 → Scaleway: TTFT ↓ 21%2hPERFORMANCEDeepSeek V4 Flash → Scaleway: throughput ↓ 20%2hPERFORMANCEGPT-OSS 120B → Scaleway: throughput ↑ 31%2hPERFORMANCEGPT-OSS 120B → Scaleway: TTFT ↓ 24%2hPERFORMANCEGPT-OSS 120B → Together AI: throughput ↑ 20%2hPERFORMANCEKimi K3 via OpenRouter: TTFT ↓ 49%2hPERFORMANCEGLM-5.2 via OpenRouter: reliability recovered 96.8% → 100.0%2hPERFORMANCEKimi K3 via Cortecs: throughput ↑ 184%2hPERFORMANCEKimi K3 via Cortecs: TTFT ↓ 42%2hPERFORMANCEGLM-5.2 via OpenRouter: throughput ↓ 49%2hPERFORMANCEGLM-5.2 via OpenRouter: TTFT ↑ 121%2hPERFORMANCEMiniMax M3 via OpenRouter: reliability recovered 96.8% → 100.0%2hPERFORMANCEDeepSeek V4 Pro via Cortecs: throughput ↑ 27%2hPERFORMANCEGPT-OSS 120B via OpenRouter: throughput ↓ 22%2h

Qwen3-235B

8 providers · 235B MoE · 128k context · 3 regions · all models →

Qwen3-235B provider ranking

#1 OverallScaleway99.0FastestScaleway5.08 sBest valueOpenRouterEurope #1Scaleway99.0Best toolsScaleway100.0%Best structuredScaleway100.0%
#ProviderΔ30d
01ScalewayBEST OVERALLEU RESIDENT● MEASUREDFR · Serverless · Qwen3-235B100.0%100.0%100.0%1628375.1s81P33↓ 0.1
02OpenRouterBEST VALUE● MEASUREDUS · Routed · Qwen3-235B100.0%100.0%100.0%76631207.5s60P100↑ 1.2
03CortecsEU RESIDENTEU OWNED● MEASUREDAT · Routed · Qwen3-235B99.5%98.0%100.0%95556458.9s50P67↓ 1.0
3 of 8 providers ranked · · Methodology →
01Scaleway99.0
Best overallFR · Serverless · Qwen3-235B
TTFT162 ms
Rel.100.0%
Tok/s81
$ Out$2.58
Tools100.0%
Δ30d-0.1
View dossier
02OpenRouter90.7
Best valueUS · Routed · Qwen3-235B
TTFT766 ms
Rel.100.0%
Tok/s60
$ Out$0.35
Tools100.0%
Δ30d+1.2
View dossier
03Cortecs83.1
AT · Routed · Qwen3-235B
TTFT955 ms
Rel.99.5%
Tok/s50
$ Out$0.47
Tools98.0%
Δ30d-1.0
View dossier
3 of 8 providers ranked · · Methodology →
Qwen3-235B inference benchmark: fastest & cheapest providers · InferenceBench