GLM-5.3 Benchmark Details
GLM-5.3 currently shows benchmark results led by HLE (6 / 233, score 62.50), τ³-Banking (5 / 167, score 50.30), Creative Writing (5 / 106, score 2064.10). This page also compares it with 4 competitor models and 4 predecessor or same-series models, including performance and pricing views when available.
Benchmark Results
GLM-5.3
Benchmark Results
Memory & Persistence
3 evaluationsBenchmark / mode
Score
Rank/total
Repository Engineering
6 evaluationsBenchmark / mode
Score
Rank/total
Capability Indices
2 evaluationsBenchmark / mode
Score
Rank/total
Tool Orchestration
2 evaluationsBenchmark / mode
Score
Rank/total
Code Generation & Editing
2 evaluationsBenchmark / mode
Score
Rank/total
Scientific Reasoning
2 evaluationsBenchmark / mode
Score
Rank/total
Scientific Computing
2 evaluationsBenchmark / mode
Score
Rank/total
Service Workflows
2 evaluationsBenchmark / mode
Score
Rank/total
Finance
3 evaluationsBenchmark / mode
Score
Rank/total
Legal
2 evaluationsBenchmark / mode
Score
Rank/total
Mathematics
3 evaluationsBenchmark / mode
Score
Rank/total
Agentic Development
2 evaluationsBenchmark / mode
Score
Rank/total
Exploitation
4 evaluationsBenchmark / mode
Score
Rank/total
Clinical Workflows
2 evaluationsBenchmark / mode
Score
Rank/total
Competitor Comparison
Benchmark scores for GLM-5.3 compared against top models in its class
Benchmark categories:
The chart shows each model’s highest score per benchmark within the current filter. Out-of-100 benchmarks use raw heights; out-of-range benchmarks are scaled within that benchmark while labels keep the original scores.
12 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.
| Benchmark | GLM-5.3Current | Kimi K3 | Claude Opus 5 | GPT-5.6 Sol | DeepSeek-V4-Pro |
|---|---|---|---|---|---|
62.50Thinking Level · High ｜ Tools | 59.80Thinking Level · High ｜ Tools | 63.60Thinking Level · High ｜ Tools | 44.50Thinking Level · High | 48.20Thinking Level · Extra High ｜ Tools | |
2064.10Standard Mode | 2070.60Standard Mode | 2120.60Standard Mode | 1963.40Standard Mode | 1552.10Standard Mode | |
66.20Thinking Level · High | 60.70Thinking Level · High | 80.60Thinking Level · High | 64.80Thinking Level · Extra High | 50.90Standard Mode | |
88.53Thinking Level · High | 71.75Thinking Level · High | 97.72Thinking Level · High | 97.63Thinking Level · High | 76.09Thinking Enabled | |
68.96Thinking Level · High ｜ Tools | 68.51Thinking Level · High ｜ Tools | 73.65Thinking Level · High ｜ Tools | 72.70Thinking Level · Extra High ｜ Tools | 62.83Thinking Level · High ｜ Tools | |
78.10Thinking Level · High ｜ Tools | 81.20Thinking Level · High ｜ Tools | -- | -- | -- | |
58.00Thinking Level · High ｜ Tools | 58.00Thinking Level · High ｜ Tools | 75.30Thinking Level · High ｜ Tools | 56.80Thinking Level · High ｜ Tools | 61.50Thinking Level · Extra High ｜ Tools | |
95.60Thinking Level · High ｜ Tools | 97.70Thinking Level · High ｜ Tools | 99.40Thinking Level · Extra High ｜ Tools | 95.50Thinking Level · Extra High ｜ Tools | -- | |
84.30Thinking Level · High ｜ Tools | 88.20Thinking Level · High ｜ Tools | 98.00Thinking Level · Extra High ｜ Tools | 82.40Thinking Level · Extra High ｜ Tools | -- | |
42.50Thinking Level · High ｜ Tools | 42.00Thinking Level · High ｜ Tools | -- | -- | -- | |
155.56Thinking Level · High | 157.68Thinking Level · High | 162.67Thinking Level · High | 161.99Thinking Level · High | 155.39Thinking Level · High | |
56.97Thinking Level · High ｜ Tools | 57.81Thinking Level · High ｜ Tools | 67.21Thinking Level · High ｜ Tools | 72.63Thinking Level · Extra High | 52.37Thinking Level · High ｜ Tools |
32 additional benchmarks remain in the chart above.
Standard API Pricing: GLM-5.3 vs. Peer Models
Shows standard text input and output pricing side by side for each model. If extended-context pricing exists, the chart keeps the base rate and explains the threshold below.
Source: DataLearnerAI. Standard text prices shown here use the default supplier.
These models use different currencies or billing units, so the page falls back to raw price values instead of a shared bar chart.
GLM-5.3
Supplier: 智谱AI
Standard input: $1.4 / 1M tokens
Standard output: $4.4 / 1M tokens
Kimi K3
Supplier: Moonshot AI
Standard input: ¥20 / 1M tokens
Standard output: ¥100 / 1M tokens
Claude Opus 5
Supplier: Anthropic
Standard input: $5 / 1M tokens
Standard output: $25 / 1M tokens
GPT-5.6 Sol
Supplier: OpenAI
Standard input: $4 / 1M tokens
Standard output: $20 / 1M tokens
DeepSeek-V4-Pro
Supplier: DeepSeek-AI
Standard input: $0.435 / 1M tokens
Standard output: $0.87 / 1M tokens
| Model | Supplier | Standard input | Standard output | Base price applies to |
|---|---|---|---|---|
GLM-5.3 | 智谱AI | $1.4 / 1M tokens | $4.4 / 1M tokens | — |
Kimi K3 | Moonshot AI | ¥20 / 1M tokens | ¥100 / 1M tokens | — |
Claude Opus 5 | Anthropic | $5 / 1M tokens | $25 / 1M tokens | — |
GPT-5.6 Sol | OpenAI | $4 / 1M tokens | $20 / 1M tokens | — |
DeepSeek-V4-Pro | DeepSeek-AI | $0.435 / 1M tokens | $0.87 / 1M tokens | — |
Version History
How each version of the GLM-5.3 series stacks up on benchmark tests
Benchmark categories:
The chart shows each model’s highest score per benchmark within the current filter. Out-of-100 benchmarks use raw heights; out-of-range benchmarks are scaled within that benchmark while labels keep the original scores.
12 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.· Click a row to view its trend chart.
| Benchmark | GLM-5.3Current | GLM-5.2 | GLM 5.1 | GLM-5 | GLM-4.7 |
|---|---|---|---|---|---|
62.50Thinking Level · High ｜ Tools | 54.70Thinking Enabled ｜ Tools | 52.30Thinking Enabled ｜ Tools | 50.40Thinking Enabled ｜ Tools | 42.80Thinking Enabled ｜ Tools | |
2064.10Standard Mode | 1752.80Standard Mode | 1589.20Standard Mode | 1597.50Standard Mode | 1410.80Standard Mode | |
66.20Thinking Level · High | 58.80Standard Mode | 55.10Standard Mode | 53.20Standard Mode | 47.70Thinking Enabled | |
88.53Thinking Level · High | 72.34Thinking Level · High | 62.05Thinking Enabled | -- | -- | |
68.96Thinking Level · High ｜ Tools | 44.00Deep Thinking Mode ｜ Tools | -- | -- | -- | |
78.10Thinking Level · High ｜ Tools | 74.40Thinking Level · High ｜ Tools | -- | -- | -- | |
58.00Thinking Level · High ｜ Tools | 48.90Thinking Enabled ｜ Tools | -- | -- | -- | |
42.50Thinking Level · High ｜ Tools | 13.00Thinking Level · High ｜ Tools | -- | -- | -- | |
155.56Thinking Level · High | 151.76Thinking Level · High | 149.86Thinking Level · High | 145.84Thinking Level · High | 143.53Thinking Level · High | |
56.97Thinking Level · High ｜ Tools | 53.12Thinking Level · High ｜ Tools | -- | -- | -- | |
19.00Thinking Level · High ｜ Tools | 63.70Thinking Enabled ｜ Tools | -- | -- | -- | |
78.12Thinking Level · High ｜ Tools | 63.96Thinking Level · High ｜ Tools | -- | 23.36Thinking Enabled ｜ Tools | -- |
16 additional benchmarks remain in the chart above.
Single-Benchmark Version Trend
Viewing: HLE · Knowledge Exams
Benchmark
Standard API Pricing Across the GLM-5.3 Series
Shows standard text input and output pricing side by side for each model. If extended-context pricing exists, the chart keeps the base rate and explains the threshold below.
Source: DataLearnerAI. Standard text prices shown here use the default supplier.
These models use different currencies or billing units, so the page falls back to raw price values instead of a shared bar chart.
GLM-5.3
Supplier: 智谱AI
Standard input: $1.4 / 1M tokens
Standard output: $4.4 / 1M tokens
GLM-5.2
Supplier: 智谱AI
Standard input: $1.4 / 1M tokens
Standard output: $4.4 / 1M tokens
GLM 5.1
Supplier: 智谱AI
Standard input: $1.4 / 1M tokens
Standard output: $4.4 / 1M tokens
GLM-5
Supplier: 智谱AI
Standard input: $1 / 1M tokens
Standard output: $3.2 / 1M tokens
GLM-4.7
Supplier: 智谱AI
Standard input: ¥4 / 1M tokens
Standard output: ¥16 / 1M tokens
| Model | Supplier | Standard input | Standard output | Base price applies to |
|---|---|---|---|---|
GLM-5.3 | 智谱AI | $1.4 / 1M tokens | $4.4 / 1M tokens | — |
GLM-5.2 | 智谱AI | $1.4 / 1M tokens | $4.4 / 1M tokens | — |
GLM 5.1 | 智谱AI | $1.4 / 1M tokens | $4.4 / 1M tokens | — |
GLM-5 | 智谱AI | $1 / 1M tokens | $3.2 / 1M tokens | — |
GLM-4.7 | 智谱AI | ¥4 / 1M tokens | ¥16 / 1M tokens | — |