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Side-by-side comparison · models

DeepSeek V4 Flash vs GLM 5.2

What we have checked about each, line by line. Every value shows where it came from and when we last confirmed it.

DeepSeek logo

Models

DeepSeek V4 Flash

Fast DeepSeek V4 lane for economical reasoning, coding, and long-context work.

97 checked values

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Z.ai (Zhipu) logo

Models

GLM 5.2

Flagship GLM model for hybrid reasoning, coding, and agentic engineering.

121 checked values

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Checked facts

Line by line

DeepSeek V4 Flash vs GLM 5.2, compared on checked facts
MeasureDeepSeek V4 FlashGLM 5.2
Input price$0.090 per million tokensChecked OpenRouter models API$0.0070 per million tokensChecked OpenRouter models API
Output price$0.180 per million tokensChecked OpenRouter models API$6.80 per million tokensChecked OpenRouter models API
Price on atlas-cloud$0.028 per million cached input tokensChecked OpenRouter models API$0.174 per million cached input tokensChecked OpenRouter models API
Price on atlas-cloud$0.140 per million input tokensChecked OpenRouter models API$0.938 per million input tokensChecked OpenRouter models API
Price on atlas-cloud$0.280 per million output tokensChecked OpenRouter models API$2.95 per million output tokensChecked OpenRouter models API
Price on azure$0.031 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on azure$0.210 per million input tokensChecked OpenRouter models APINot checked yet
Price on azure$0.560 per million output tokensChecked OpenRouter models APINot checked yet
Price on baidu$0.0100 per million cached input tokensChecked OpenRouter models API$0.260 per million cached input tokensChecked OpenRouter models API
Price on baidu$0.050 per million input tokensChecked OpenRouter models API$1.40 per million input tokensChecked OpenRouter models API
Price on baidu$0.100 per million output tokensChecked OpenRouter models API$4.40 per million output tokensChecked OpenRouter models API
Price on cloudflare$0.014 per million cached input tokensChecked OpenRouter models API$0.190 per million cached input tokensChecked OpenRouter models API
Price on cloudflare$0.440 per million input tokensChecked OpenRouter models API$0.190 per million input tokensChecked OpenRouter models API
Price on cloudflare$1.32 per million output tokensChecked OpenRouter models API$8.00 per million output tokensChecked OpenRouter models API
Price on crusoe$0.030 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on crusoe$0.140 per million input tokensChecked OpenRouter models APINot checked yet
Price on crusoe$0.280 per million output tokensChecked OpenRouter models APINot checked yet
Price on deepinfra$0.018 per million cached input tokensChecked OpenRouter models API$0.084 per million cached input tokensChecked OpenRouter models API
Price on deepinfra$0.090 per million input tokensChecked OpenRouter models API$0.450 per million input tokensChecked OpenRouter models API
Price on deepinfra$0.180 per million output tokensChecked OpenRouter models API$1.44 per million output tokensChecked OpenRouter models API
Price on digitalocean$0.020 per million cached input tokensChecked OpenRouter models API$0.105 per million cached input tokensChecked OpenRouter models API
Price on digitalocean$0.098 per million input tokensChecked OpenRouter models API$0.700 per million input tokensChecked OpenRouter models API
Price on digitalocean$0.196 per million output tokensChecked OpenRouter models API$2.20 per million output tokensChecked OpenRouter models API
Price on fireworks$0.021 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on fireworks$0.105 per million input tokensChecked OpenRouter models APINot checked yet
Price on fireworks$0.210 per million output tokensChecked OpenRouter models APINot checked yet
Price on gmicloud$0.018 per million cached input tokensChecked OpenRouter models API$0.260 per million cached input tokensChecked OpenRouter models API
Price on gmicloud$0.091 per million input tokensChecked OpenRouter models API$1.40 per million input tokensChecked OpenRouter models API
Price on gmicloud$0.182 per million output tokensChecked OpenRouter models API$4.40 per million output tokensChecked OpenRouter models API
Price on mancer$0.075 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on mancer$0.150 per million input tokensChecked OpenRouter models APINot checked yet
Price on mancer$0.500 per million output tokensChecked OpenRouter models APINot checked yet
Price on parasail$0.070 per million cached input tokensChecked OpenRouter models API$0.260 per million cached input tokensChecked OpenRouter models API
Price on parasail$0.140 per million input tokensChecked OpenRouter models API$1.40 per million input tokensChecked OpenRouter models API
Price on parasail$0.280 per million output tokensChecked OpenRouter models APINot checked yet
Price on qwen$0.030 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on qwen$0.150 per million input tokensChecked OpenRouter models APINot checked yet
Price on qwen$0.300 per million output tokensChecked OpenRouter models APINot checked yet
Price on relace$0.050 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on relace$0.050 per million input tokensChecked OpenRouter models APINot checked yet
Price on relace$0.450 per million output tokensChecked OpenRouter models APINot checked yet
Price on siliconflow$0.028 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on siliconflow$0.130 per million input tokensChecked OpenRouter models APINot checked yet
Price on siliconflow$0.280 per million output tokensChecked OpenRouter models APINot checked yet
Price on streamlake$0.014 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on streamlake$0.070 per million input tokensChecked OpenRouter models APINot checked yet
Price on streamlake$0.140 per million output tokensChecked OpenRouter models APINot checked yet
Price on venice$0.020 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on venice$0.097 per million input tokensChecked OpenRouter models APINot checked yet
Price on venice$0.193 per million output tokensChecked OpenRouter models APINot checked yet
Price on wafer$0.024 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on wafer$0.120 per million input tokensChecked OpenRouter models APINot checked yet
Price on ambientNot checked yet$0.150 per million cached input tokensChecked OpenRouter models API
Price on ambientNot checked yet$0.600 per million input tokensChecked OpenRouter models API
Price on ambientNot checked yet$2.00 per million output tokensChecked OpenRouter models API
Price on basetenNot checked yet$0.140 per million cached input tokensChecked OpenRouter models API
Price on basetenNot checked yet$1.40 per million input tokensChecked OpenRouter models API
Price on basetenNot checked yet$4.40 per million output tokensChecked OpenRouter models API
Price on coreweaveNot checked yet$0.140 per million cached input tokensChecked OpenRouter models API
Price on coreweaveNot checked yet$0.620 per million input tokensChecked OpenRouter models API
Price on coreweaveNot checked yet$2.42 per million output tokensChecked OpenRouter models API
Price on decartNot checked yet$0.480 per million cached input tokensChecked OpenRouter models API
Price on decartNot checked yet$1.20 per million input tokensChecked OpenRouter models API
Price on decartNot checked yet$8.00 per million output tokensChecked OpenRouter models API
Price on friendliNot checked yet$0.260 per million cached input tokensChecked OpenRouter models API
Price on friendliNot checked yet$1.40 per million input tokensChecked OpenRouter models API
Price on friendliNot checked yet$4.40 per million output tokensChecked OpenRouter models API
Price on inceptronNot checked yet$0.260 per million cached input tokensChecked OpenRouter models API
Price on inceptronNot checked yet$1.40 per million input tokensChecked OpenRouter models API
Price on inceptronNot checked yet$4.40 per million output tokensChecked OpenRouter models API
Price on mistralaiNot checked yet$0.140 per million cached input tokensChecked OpenRouter models API
Price on mistralaiNot checked yet$1.40 per million input tokensChecked OpenRouter models API
Price on mistralaiNot checked yet$4.40 per million output tokensChecked OpenRouter models API
Price on morphNot checked yet$0.356 per million cached input tokensChecked OpenRouter models API
Price on morphNot checked yet$1.05 per million input tokensChecked OpenRouter models API
Price on morphNot checked yet$2.15 per million output tokensChecked OpenRouter models API
Price on nebiusNot checked yet$0.140 per million cached input tokensChecked OpenRouter models API
Price on nebiusNot checked yet$1.40 per million input tokensChecked OpenRouter models API
Price on nebiusNot checked yet$4.40 per million output tokensChecked OpenRouter models API
Price on novitaNot checked yet$0.121 per million cached input tokensChecked OpenRouter models API
Price on novitaNot checked yet$0.650 per million input tokensChecked OpenRouter models API
Price on novitaNot checked yet$2.04 per million output tokensChecked OpenRouter models API
Latest versiondeepseek/deepseek-v4-flash-20260423Checked OpenRouter models APIz-ai/glm-5.2-20260616Checked OpenRouter models API
Time to first token (ms) on atlas-cloud4,192Checked OpenRouter models API1,218Checked OpenRouter models API
Time to first token (ms) on azure1,270Checked OpenRouter models APINot checked yet
Time to first token (ms) on baidu920Checked OpenRouter models API2,141Checked OpenRouter models API
Time to first token (ms) on cloudflare1,278Checked OpenRouter models API1,499Checked OpenRouter models API
Time to first token (ms) on crusoe582Checked OpenRouter models APINot checked yet
Time to first token (ms) on deepinfra758Checked OpenRouter models API3,470Checked OpenRouter models API
Time to first token (ms) on digitalocean852Checked OpenRouter models API518Checked OpenRouter models API
Time to first token (ms) on fireworks6,463Checked OpenRouter models APINot checked yet
Time to first token (ms) on gmicloud1,789Checked OpenRouter models API3,125Checked OpenRouter models API
Time to first token (ms) on mancer1,125Checked OpenRouter models APINot checked yet
Time to first token (ms) on parasail441Checked OpenRouter models API1,139Checked OpenRouter models API
Time to first token (ms) on qwen1,826Checked OpenRouter models API1,028Checked OpenRouter models API
Time to first token (ms) on relace483Checked OpenRouter models API1,405Checked OpenRouter models API
Time to first token (ms) on siliconflow3,088Checked OpenRouter models API1,302Checked OpenRouter models API
Time to first token (ms) on streamlake3,968Checked OpenRouter models API1,534Checked OpenRouter models API
Time to first token (ms) on venice995Checked OpenRouter models API1,987Checked OpenRouter models API
Time to first token (ms) on wafer350Checked OpenRouter models API702Checked OpenRouter models API
Output speed (tokens a second) on atlas-cloud33Checked OpenRouter models API60Checked OpenRouter models API
Output speed (tokens a second) on azure89Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on baidu109Checked OpenRouter models API65Checked OpenRouter models API
Output speed (tokens a second) on cloudflare67Checked OpenRouter models API99Checked OpenRouter models API
Output speed (tokens a second) on crusoe74Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on deepinfra52Checked OpenRouter models API42Checked OpenRouter models API
Output speed (tokens a second) on digitalocean14Checked OpenRouter models API71.5Checked OpenRouter models API
Output speed (tokens a second) on fireworks60Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on gmicloud77Checked OpenRouter models API36Checked OpenRouter models API
Output speed (tokens a second) on mancer48Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on parasail51Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on qwen84Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on relace112Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on siliconflow25Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on streamlake20Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on venice50Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on wafer73Checked OpenRouter models APINot checked yet
Time to first token (ms)Not checked yet1,120Checked Artificial Analysis
Time to first token (ms) on ambientNot checked yet1,563Checked OpenRouter models API
Time to first token (ms) on basetenNot checked yet2,856Checked OpenRouter models API
Time to first token (ms) on coreweaveNot checked yet612Checked OpenRouter models API
Time to first token (ms) on decartNot checked yet1,204Checked OpenRouter models API
Time to first token (ms) on friendliNot checked yet521Checked OpenRouter models API
Time to first token (ms) on inceptronNot checked yet1,241Checked OpenRouter models API
Time to first token (ms) on mistralaiNot checked yet1,335Checked OpenRouter models API
Time to first token (ms) on morphNot checked yet668Checked OpenRouter models API
Time to first token (ms) on nebiusNot checked yet27,561Checked OpenRouter models API
Time to first token (ms) on novitaNot checked yet2,586Checked OpenRouter models API
Time to first token (ms) on phalaNot checked yet2,618Checked OpenRouter models API
Time to first token (ms) on togetherNot checked yet706Checked OpenRouter models API
Time to first token (ms) on z-aiNot checked yet1,958Checked OpenRouter models API
Output speed (tokens a second)Not checked yet175.3Checked Artificial Analysis
Output speed (tokens a second) on ambientNot checked yet32.5Checked OpenRouter models API
Output speed (tokens a second) on basetenNot checked yet31Checked OpenRouter models API
Output speed (tokens a second) on coreweaveNot checked yet93Checked OpenRouter models API
Output speed (tokens a second) on decartNot checked yet277Checked OpenRouter models API
Output speed (tokens a second) on friendliNot checked yet49Checked OpenRouter models API
Output speed (tokens a second) on inceptronNot checked yet58.5Checked OpenRouter models API
Tokens served on OpenRouter in a day335.4B (for 10 Nov 2026)Checked OpenRouter model activity (748 of 748 series)166.2B (for 10 Nov 2026)Checked OpenRouter model activity (748 of 748 series)
Tool calls on OpenRouter in a day5.7M (for 10 Nov 2026)Checked OpenRouter model activity (748 of 748 series)2.2M (for 10 Nov 2026)Checked OpenRouter model activity (748 of 748 series)
Artificial Analysis Intelligence Index24.4Checked Artificial Analysis via OpenRouter33.7Checked Artificial Analysis via OpenRouter
Artificial Analysis Coding Index56.2Checked Artificial Analysis via OpenRouter68.8Checked Artificial Analysis via OpenRouter
Artificial Analysis Agentic Index26.3Checked Artificial Analysis via OpenRouter38.4Checked Artificial Analysis via OpenRouter
Design Arena rating (Elo)1,204Checked Design Arena via OpenRouter1,289Checked Design Arena via OpenRouter
Dtbench86.4% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)93.6% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Lmca35.9% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)45.8% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Simplebench46.3% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)58.8% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Weirdml45.6% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)70.1% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
LMArena text rating (Elo)Not checked yet1,469Checked LMArena (CC-BY-4.0), published 2026-11-09
LMArena web development rating (Elo)Not checked yet1,608Checked LMArena (CC-BY-4.0), published 2026-11-09
Gpqa diamondNot checked yet91.9% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Swe bench verifiedNot checked yet78.7% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Frontiermath tiers 1 3 v2 privateNot checked yet59.2% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Simpleqa verifiedNot checked yet34.2% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Arc agi 2Not checked yet22.8% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Apex agentsNot checked yet45.2% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Arc agiNot checked yet77% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Chess puzzlesNot checked yet22% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Ebr benchNot checked yet9.5% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
FrontiercodeNot checked yet24.5% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Frontiermath tier 4 v2 privateNot checked yet29.3% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Mystery game puzzlesNot checked yet19% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
PosttrainbenchNot checked yet31.7% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
ProofbenchNot checked yet35% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Surface evolver benchNot checked yet55.6% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Otis mock aime 2024 2025Not checked yet86.4% (saturated benchmark: the top models all score near the ceiling) (for 16 June 2026)Checked Epoch AI (CC BY 4.0)

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