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  3. GLM-5.3 (Aug 14): Z.ai post-train of the 5.2 744B base
GLM-5.3 (Aug 14): Z.ai post-train of the 5.2 744B base
launchVerified Dispatch
CompareLLM Intelligence Desk·Aug 14, 2026

GLM-5.3 (Aug 14): Z.ai post-train of the 5.2 744B base

Coding-plan live; open weights promised after a two-week safety review. Newest Zhipu row.

Search intent: glm 5.3 benchmark

Evaluated Models:GLM-5.3(Zhipu)
Share Analysis:
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Verified Benchmark Scorecard

GLM-5.3 vs GPT-5 Benchmark Breakdown

Full Head-to-Head
Elo Quality1,558GLM-5.3
SWE-bench76.4%Coding ability
Speed90 tok/sInference rate
Token Cost$1.80per 1M reply

82% Lower Token Cost Advantage

GLM-5.3 costs $1.80/1M compared to GPT-5 at $10.00/1M.

Preference EloGeneral quality
Tied
GLM-5.31,558
GPT-51,558
SWE-bench VerifiedSoftware engineering %
+8.0 GLM-5.3
GLM-5.376.4%
GPT-568.4%
GPQA DiamondPhD-level science %
+2.0 GPT-5
GLM-5.383.2%
GPT-585.2%
ThroughputTokens / sec speed
+12.0 GLM-5.3
GLM-5.390 tok/s
GPT-578 tok/s
Output Priceper 1M reply tokens
GLM-5.3 ($8.20 cheaper)
GLM-5.3$1.8/1M
GPT-5$10/1M
Benchmark MetricGLM-5.3GPT-5Advantage
Preference EloGeneral quality1,5581,558Tied
SWE-bench VerifiedSoftware engineering %76.4%68.4%+8.0 GLM-5.3
GPQA DiamondPhD-level science %83.2%85.2%+2.0 GPT-5
ThroughputTokens / sec speed90 tok/s78 tok/s+12.0 GLM-5.3
Output Priceper 1M reply tokens$1.8/1M$10/1MGLM-5.3 ($8.20 cheaper)
Executive Key Takeaway
Coding-plan live; open weights promised after a two-week safety review. Newest Zhipu row.

Z.ai launched GLM-5.3 on Aug 14 2026 as a post-train of the GLM-5.2 744B base. The coding plan is live; open weights were promised after a two-week safety review (z.ai/blog/glm-5.3). We marked it closed until weights actually ship. The GLM vs Claude hub remaps to the current top Zhipu Elo row — today that should be 5.3.

Preview vs indexable

This row is indexable because we have a dated seed with enough metrics. A random OpenRouter id tomorrow will not get the same courtesy. Second source or admin promote.

Empirical Evaluation & Architectural Analysis

Empirical evaluations recorded across the CompareLLM Leaderboard highlight how parameter scaling and inference optimization impact production throughput and cost-per-token economics. Reference the interactive scorecard above for verified snapshots or inspect the dedicated glm-5-3 dossier.

Do not treat promised weights as open today

isOpenSource is false until we flip it. Search “open source glm 5.3” should not lie on this site.

Strategic Deployment Recommendation

  • Production Workloads: For enterprise workloads requiring strict reliability, cross-reference Top Coding LLMs and Cheapest High-Quality LLMs.
  • Direct Pair Comparison: Explore the live pairwise breakdown at /best/glm-vs-claude-benchmark.
  • Architectural Stacks: Recommended architectural configurations can be evaluated on the CompareLLM Stack Engine.

Frequently Asked Questions

Is this an CompareLLM lab test score? No. Linked model dossiers and compare showdowns reflect dated snapshots gathered from named public evaluation benchmarks. Seed catalog entries remain transparently timestamped until daily ingest updates them.

Where can I see live comparisons for this model? View the showdown at /best/glm-vs-claude-benchmark.

What primary search query does this briefing answer? glm 5.3 benchmark.

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Head-to-Head Showdowns for Mentioned Models

Benchmark MatchupGLM-5.3 vs Claude Opus 4.5
Benchmark MatchupGLM-5.3 vs Claude Opus 4.6

Related news

  • launch · Jun 18, 2026

    GLM-5.2 remains the prior Zhipu flagship for upgrade pairs

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