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DeepSeek V4 Flash vs GLM-5.3-Flash

SpecDeepSeek V4 FlashGLM-5.3-Flash
Respan Index45.4 (#44)45.2 (#45)
Blended price per 1M$0.11$0.043
Context window1M1M
Input / output per 1M$0.086 / $0.18$0.027 / $0.092
Max output-131K
Inputtexttext, vision
Released2026-07-312026-08-26

Respan Index by category

Each category is scored 0 to 100, and how far ahead the winner is. Leads under a point are close to even.

CategoryDeepSeek V4 FlashGLM-5.3-Flash
Coding29.8 DeepSeek V4 Flash39.9 GLM-5.3-Flash
Agents58.1 DeepSeek V4 Flash61.6 GLM-5.3-Flash
Reasoning46.4 DeepSeek V4 Flash32.8 GLM-5.3-Flash
Knowledge & language35.4 DeepSeek V4 Flash32.0 GLM-5.3-Flash
Human preference55.3 DeepSeek V4 Flash56.1 GLM-5.3-Flash

How the Respan Index works

Benchmarks both report

DeepSeek V4 Flash leads on 11 of the 19 benchmarks both report. Higher is better. Each score links to where it was published.

BenchmarkDeepSeek V4 FlashGLM-5.3-Flash
Chess Puzzles (Epoch AI)32%21%
LMArena Elo14361477
LMArena WebDev (LMArena)15821607
DeepSWE v1.1 (Datacurve)53.3%63.4%
FrontierMath Tier 4 v2 (Epoch AI)24.4%17.1%
FrontierMath Tiers 1-3 v2 (Epoch AI)57.5%55.8%
GPQA Diamond91%90.2%
LiveBench Agentic Coding (LiveBench)46.8%56.8%
LiveBench Coding (LiveBench)75%79%
LiveBench Data Analysis (LiveBench)79.3%76.4%
LiveBench Instruction Following (LiveBench)65.5%52.8%
LiveBench Language (LiveBench)79.2%77.3%
LiveBench Mathematics (LiveBench)86.8%81.2%
LiveBench Reasoning (LiveBench)86.6%77.6%
Mystery Game Puzzles (Epoch AI)34%8%
OTIS Mock AIME 2024-2025 (Epoch AI)94.4%93.9%
Terminal-Bench 4.0 (Vals AI)18.7%37.4%
NL2Repo54.2%56.3%
Toolathlon-Verified (HKUST)70.7%78.4%

FAQ

Is DeepSeek V4 Flash better than GLM-5.3-Flash?

DeepSeek V4 Flash scores 45.4 on the Respan Index (#44), ahead of GLM-5.3-Flash at 45.2 (#45). DeepSeek V4 Flash leads on 11 of the 19 benchmarks both report.

Which is cheaper, DeepSeek V4 Flash or GLM-5.3-Flash?

DeepSeek V4 Flash lists at $0.086 input and $0.18 output per 1M tokens; GLM-5.3-Flash at $0.027 and $0.092. GLM-5.3-Flash is 2.5x cheaper per token at list price.

Which has the larger context window?

Both accept 1M tokens of context.

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