DeepSeek-V4-Pro 0813 vs GLM-5.2
Wins 6 of 7 areas
Agents · Reasoning · Facts · Math · Long documents · Following instructions
Wins 0 of 7 areas
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DeepSeek-V4-Pro 0813 is the stronger all-rounder.
Scores updated · 40 tests both models report · How we compare
Where each one wins
Tests won in each of the seven areas where both have results. Each piece is one test, so a longer bar means more evidence; grey means the two scored within a point of each other.
- AgentsCarrying out multi-step tasks on its own30DeepSeek-V4-Pro 08133 of 3 tests
- ReasoningHard problems that need careful thinking31DeepSeek-V4-Pro 08133 of 5 tests · 1 tie
- FactsGetting facts right instead of making them up21DeepSeek-V4-Pro 08132 of 3 tests
- MathCompetition and research-level math21DeepSeek-V4-Pro 08132 of 3 tests
- Long documentsFinding answers in very long texts10DeepSeek-V4-Pro 08131 of 1 test
- Following instructionsDoing exactly what it is asked10DeepSeek-V4-Pro 08131 of 1 test
- CodingWriting and fixing software11Even1 each · 2 ties
Long documents and following instructions rest on a single test each.
What it costs
Prices per million tokens, roughly 750,000 words. The bars show the cost of a million tokens read plus a million written.
DeepSeek-V4-Pro 0813 costs 9% less for the same work.
The biggest differences
The three tests each model wins by the widest margin. Scores are out of 100.
Where DeepSeek-V4-Pro 0813 pulls ahead
- Abstract visual puzzles that people can solveARC-AGI-2+38.5points ahead
- Answers hard knowledge questions correctlyAA-Omniscience · Accuracy+24.8points ahead
- Short factual questions, answered correctlySimpleQA Verified+18.7points ahead
Where GLM-5.2 pulls ahead
- Avoids making up answers it doesn't knowAA-Omniscience · Non-hallucination+68.5points ahead
- Research-level physics problemsCritPt+2.9points ahead
- Programming problems, refreshed regularlyLiveBench · Coding+2.5points ahead
Every test, side by side
All 40 tests both models report. The winning score is in its model's colour; marks a score checked independently.
CodingEven
- LiveBench · Agentic CodingDeepSeek-V4-Pro 0813 by 3.25551.8+3.2
- LiveBench · CodingGLM-5.2 by 2.577.279.7+2.5
- Terminal-Bench 2.1tie78.777.9tie
- SciCodetie5151.2tie
AgentsDeepSeek-V4-Pro 0813
- Terminal-Bench 4.0DeepSeek-V4-Pro 0813 by 13.114.11+13.1
- τ-Bench V3 · BankingDeepSeek-V4-Pro 0813 by 539.634.6+5
- GDPValDeepSeek-V4-Pro 0813 by 3.947.543.6+3.9
ReasoningDeepSeek-V4-Pro 0813
- ARC-AGI-2DeepSeek-V4-Pro 0813 by 38.561.322.8+38.5
- LiveBench · ReasoningDeepSeek-V4-Pro 0813 by 7.285.878.6+7.2
- GPQA DiamondDeepSeek-V4-Pro 0813 by 3.392.889.5+3.3
- CritPtGLM-5.2 by 2.91820.9+2.9
- Humanity's Last Examtie4141.1tie
FactsDeepSeek-V4-Pro 0813
- AA-Omniscience · Non-hallucinationGLM-5.2 by 68.55.273.7+68.5
- AA-Omniscience · AccuracyDeepSeek-V4-Pro 0813 by 24.849.124.3+24.8
- SimpleQA VerifiedDeepSeek-V4-Pro 0813 by 18.752.934.2+18.7
MathDeepSeek-V4-Pro 0813
- FrontierMath Tiers 1-3 (v2)DeepSeek-V4-Pro 0813 by 5.464.659.2+5.4
- LiveBench · MathematicsDeepSeek-V4-Pro 0813 by 5.395.189.8+5.3
- FrontierMath Tier 4GLM-5.2 by 2.526.829.3+2.5
Long documentsDeepSeek-V4-Pro 0813
- AA-LCRDeepSeek-V4-Pro 0813 by 280.378.3+2
Following instructionsDeepSeek-V4-Pro 0813
- LiveBench · Instruction FollowingDeepSeek-V4-Pro 0813 by 5.467.762.3+5.4
Other results20 tests, not counted
Tests outside the eight areas. They are not counted above: several are summary scores built from other tests, or the same test under another name.
- ToolathlonDeepSeek-V4-Pro 0813 by 25.974.148.2+25.9
- AutomationBench PublicDeepSeek-V4-Pro 0813 by 18.931.812.9+18.9
- DeepSWEDeepSeek-V4-Pro 0813 by 16.562.746.2+16.5
- Toolathlon VerifiedDeepSeek-V4-Pro 0813 by 14.274.159.9+14.2
- ARC-AGI-1DeepSeek-V4-Pro 0813 by 139077+13
- DSBench-HardDeepSeek-V4-Pro 0813 by 12.767.254.5+12.7
- NL2RepoDeepSeek-V4-Pro 0813 by 12.661.548.9+12.6
- DSBench-FullStackDeepSeek-V4-Pro 0813 by 9.371.161.8+9.3
- GDPval-AA v2DeepSeek-V4-Pro 0813 by 82 rating points15901508+82 rating
- CyberGymDeepSeek-V4-Pro 0813 by 6.183.377.2+6.1
- livebench_languageDeepSeek-V4-Pro 0813 by 5.982.176.2+5.9
- livebench_data_analysisDeepSeek-V4-Pro 0813 by 5.579.273.7+5.5
- HLE (with tools)DeepSeek-V4-Pro 0813 by 5.36054.7+5.3
- HLE (wo / w tools)DeepSeek-V4-Pro 0813 by 5.36054.7+5.3
- AA-OmniscienceGLM-5.2 by 3.60.84.4+3.6
- AA Agentic IndexDeepSeek-V4-Pro 0813 by 2.942.339.4+2.9
- AA IntelligenceDeepSeek-V4-Pro 0813 by 2.33633.7+2.3
- Agents' Last ExamDeepSeek-V4-Pro 0813 by 1.925.723.8+1.9
- Agents' Last Exam (ALE-CLI)DeepSeek-V4-Pro 0813 by 1.925.723.8+1.9
- Artificial Analysis Coding Indextie68.868.8tie
Questions people ask
Which is better, DeepSeek-V4-Pro 0813 or GLM-5.2?
DeepSeek-V4-Pro 0813 wins six of the seven areas where both have results: agents, reasoning, facts, math, long documents and following instructions. GLM-5.2 wins none. They are level on coding.
Which is better for coding?
Neither. They win 1 coding test each of the 4 both models report, and 2 are ties.
Which is cheaper?
DeepSeek-V4-Pro 0813 costs $1.32 per million input tokens and $3.96 per million output tokens; GLM-5.2 costs $1.40 and $4.40. That makes DeepSeek-V4-Pro 0813 about 9% cheaper for the same work.
How do you compare the two?
We use the 40 benchmark tests both models have published scores on. The verdict counts the 20 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 20 are listed but not counted, because several are summary scores or repeat a test. Each score is the one shown on the model's own page.