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Side-by-side comparison · models

DeepSeek V4 Pro 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 Pro

Open MoE flagship with million-token context for coding and long agent runs.

104 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 Pro vs GLM 5.2, compared on checked facts
MeasureDeepSeek V4 ProGLM 5.2
Input price$0.887 per million tokensChecked OpenRouter models API$0.0070 per million tokensChecked OpenRouter models API
Output price$1.77 per million tokensChecked OpenRouter models API$6.80 per million tokensChecked OpenRouter models API
Price on atlas-cloud$0.130 per million cached input tokensChecked OpenRouter models API$0.174 per million cached input tokensChecked OpenRouter models API
Price on atlas-cloud$1.68 per million input tokensChecked OpenRouter models API$0.938 per million input tokensChecked OpenRouter models API
Price on atlas-cloud$3.38 per million output tokensChecked OpenRouter models API$2.95 per million output tokensChecked OpenRouter models API
Price on azure$0.160 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on azure$1.91 per million input tokensChecked OpenRouter models APINot checked yet
Price on azure$3.83 per million output tokensChecked OpenRouter models APINot checked yet
Price on baidu$0.074 per million cached input tokensChecked OpenRouter models API$0.260 per million cached input tokensChecked OpenRouter models API
Price on baidu$0.889 per million input tokensChecked OpenRouter models API$1.40 per million input tokensChecked OpenRouter models API
Price on baidu$1.78 per million output tokensChecked OpenRouter models API$4.40 per million output tokensChecked OpenRouter models API
Price on cloudflare$0.200 per million cached input tokensChecked OpenRouter models API$0.190 per million cached input tokensChecked OpenRouter models API
Price on cloudflare$1.15 per million input tokensChecked OpenRouter models API$0.190 per million input tokensChecked OpenRouter models API
Price on cloudflare$2.55 per million output tokensChecked OpenRouter models API$8.00 per million output tokensChecked OpenRouter models API
Price on crusoe$0.150 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on crusoe$1.74 per million input tokensChecked OpenRouter models APINot checked yet
Price on crusoe$3.48 per million output tokensChecked OpenRouter models APINot checked yet
Price on deepinfra$0.100 per million cached input tokensChecked OpenRouter models API$0.084 per million cached input tokensChecked OpenRouter models API
Price on deepinfra$1.30 per million input tokensChecked OpenRouter models API$0.450 per million input tokensChecked OpenRouter models API
Price on deepinfra$2.60 per million output tokensChecked OpenRouter models API$1.44 per million output tokensChecked OpenRouter models API
Price on digitalocean$0.209 per million cached input tokensChecked OpenRouter models API$0.105 per million cached input tokensChecked OpenRouter models API
Price on digitalocean$1.04 per million input tokensChecked OpenRouter models API$0.700 per million input tokensChecked OpenRouter models API
Price on digitalocean$2.09 per million output tokensChecked OpenRouter models API$2.20 per million output tokensChecked OpenRouter models API
Price on gmicloud$0.080 per million cached input tokensChecked OpenRouter models API$0.260 per million cached input tokensChecked OpenRouter models API
Price on gmicloud$0.957 per million input tokensChecked OpenRouter models API$1.40 per million input tokensChecked OpenRouter models API
Price on gmicloud$1.91 per million output tokensChecked OpenRouter models API$4.40 per million output tokensChecked OpenRouter models API
Price on nebius$0.140 per million cached input tokensChecked OpenRouter models API$0.140 per million cached input tokensChecked OpenRouter models API
Price on nebius$1.75 per million input tokensChecked OpenRouter models API$1.40 per million input tokensChecked OpenRouter models API
Price on nebius$3.50 per million output tokensChecked OpenRouter models API$4.40 per million output tokensChecked OpenRouter models API
Price on novita$0.135 per million cached input tokensChecked OpenRouter models API$0.121 per million cached input tokensChecked OpenRouter models API
Price on novita$1.60 per million input tokensChecked OpenRouter models API$0.650 per million input tokensChecked OpenRouter models API
Price on novita$3.20 per million output tokensChecked OpenRouter models API$2.04 per million output tokensChecked OpenRouter models API
Price on qwen$0.118 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on qwen$1.42 per million input tokensChecked OpenRouter models APINot checked yet
Price on qwen$2.83 per million output tokensChecked OpenRouter models APINot checked yet
Price on reka$0.080 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on reka$0.800 per million input tokensChecked OpenRouter models APINot checked yet
Price on reka$1.60 per million output tokensChecked OpenRouter models APINot checked yet
Price on relace$0.250 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on relace$0.900 per million input tokensChecked OpenRouter models APINot checked yet
Price on relace$1.50 per million output tokensChecked OpenRouter models APINot checked yet
Price on siliconflow$0.135 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on siliconflow$1.00 per million input tokensChecked OpenRouter models APINot checked yet
Price on siliconflow$1.50 per million output tokensChecked OpenRouter models APINot checked yet
Price on streamlake$0.074 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on streamlake$0.887 per million input tokensChecked OpenRouter models APINot checked yet
Price on streamlake$1.77 per million output tokensChecked OpenRouter models APINot checked yet
Price on venice$0.330 per million cached input tokensChecked OpenRouter models APINot checked yet
Price on venice$1.65 per million input tokensChecked OpenRouter models APINot checked yet
Price on venice$3.30 per million output 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 parasailNot checked yet$0.260 per million cached input tokensChecked OpenRouter models API
Price on parasailNot checked yet$1.40 per million input tokensChecked OpenRouter models API
Latest versiondeepseek/deepseek-v4-pro-20260423Checked OpenRouter models APIz-ai/glm-5.2-20260616Checked OpenRouter models API
Time to first token (ms) on atlas-cloud2,190Checked OpenRouter models API1,218Checked OpenRouter models API
Time to first token (ms) on azure1,360Checked OpenRouter models APINot checked yet
Time to first token (ms) on baidu1,112Checked OpenRouter models API2,141Checked OpenRouter models API
Time to first token (ms) on cloudflare1,288Checked OpenRouter models API1,499Checked OpenRouter models API
Time to first token (ms) on crusoe637Checked OpenRouter models APINot checked yet
Time to first token (ms) on deepinfra1,148Checked OpenRouter models API3,470Checked OpenRouter models API
Time to first token (ms) on digitalocean606Checked OpenRouter models API518Checked OpenRouter models API
Time to first token (ms) on gmicloud2,794Checked OpenRouter models API3,125Checked OpenRouter models API
Time to first token (ms) on nebius706Checked OpenRouter models API27,561Checked OpenRouter models API
Time to first token (ms) on novita2,521Checked OpenRouter models API2,586Checked OpenRouter models API
Time to first token (ms) on qwen1,832Checked OpenRouter models API1,028Checked OpenRouter models API
Time to first token (ms) on reka2,304Checked OpenRouter models APINot checked yet
Time to first token (ms) on relace884Checked OpenRouter models API1,405Checked OpenRouter models API
Time to first token (ms) on siliconflow1,419Checked OpenRouter models API1,302Checked OpenRouter models API
Time to first token (ms) on streamlake1,804Checked OpenRouter models API1,534Checked OpenRouter models API
Time to first token (ms) on venice1,870Checked OpenRouter models API1,987Checked OpenRouter models API
Output speed (tokens a second) on atlas-cloud36Checked OpenRouter models API60Checked OpenRouter models API
Output speed (tokens a second) on azure86Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on baidu45Checked OpenRouter models API65Checked OpenRouter models API
Output speed (tokens a second) on cloudflare44Checked OpenRouter models API99Checked OpenRouter models API
Output speed (tokens a second) on crusoe163Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on deepinfra67Checked OpenRouter models API42Checked OpenRouter models API
Output speed (tokens a second) on digitalocean31Checked OpenRouter models API71.5Checked OpenRouter models API
Output speed (tokens a second) on gmicloud29Checked OpenRouter models API36Checked OpenRouter models API
Output speed (tokens a second) on nebius38Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on novita53Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on qwen55Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on reka21Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on relace86Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on siliconflow28Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on streamlake38Checked OpenRouter models APINot checked yet
Output speed (tokens a second) on venice31.5Checked 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 parasailNot checked yet1,139Checked 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 waferNot checked yet702Checked 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 day90.6B (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 day861.6K (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 Index12.6Checked Artificial Analysis via OpenRouter33.7Checked Artificial Analysis via OpenRouter
Artificial Analysis Coding Index59.4Checked 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)1,239Checked Design Arena via OpenRouter1,289Checked Design Arena via OpenRouter
Gpqa diamond90.9% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)91.9% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Swe bench verified77.6% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)78.7% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Frontiermath tiers 1 3 v2 private45.3% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)59.2% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Simpleqa verified47% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)34.2% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Chess puzzles19% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)22% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Cl bench life13.5% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)Not checked yet
Dtbench90.7% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)93.6% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Frontiercode17.6% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)24.5% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Frontiermath tier 4 v2 private2.4% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)29.3% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Lmca41.2% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)45.8% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Mystery game puzzles17% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)19% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Proofbench16% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)35% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Surface evolver bench40% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)55.6% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Weirdml48.9% (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)70.1% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)
Otis mock aime 2024 202596.7% (saturated benchmark: the top models all score near the ceiling) (for 24 Apr 2026)Checked Epoch AI (CC BY 4.0)86.4% (saturated benchmark: the top models all score near the ceiling) (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
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)
Ebr benchNot checked yet9.5% (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)
SimplebenchNot checked yet58.8% (for 16 June 2026)Checked Epoch AI (CC BY 4.0)

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