GLM-5.3-Flash
GLM-5.3-Flash has 2 tested configurations. Its highest published overall score is 54.1 at max. Inspect dimension scores, evaluation time, and cost below.
Overall score54.1
GLM-5.3-Flash · max
- Backend engineering
- 52
- Frontend interaction
- 71
- Knowledge & reasoning
- 40
- Evaluation time
- 102m 55s
- Cost
- $0.081Partial cost
Complete evaluation · API cost
Results by reasoning effort
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| Model / effort | Overall | Backend engineering | Frontend interaction | Knowledge & reasoning | Total eval. time | Total ref. cost | Compare |
|---|---|---|---|---|---|---|---|
| 46.7 | 50 | 69 | 20 | 91m 45s | $0.079Partial cost | ||
| 54.1 | 52 | 71 | 40 | 102m 55s | $0.081Partial cost |
Score breakdown
- Overall score
- 54.1
- Evaluation time
- 102m 55s
- Cost
- $0.081
Service logic, error handling and verification.
Contracts and boundaries7 / 20
API contracts, input validation and boundary behavior.
Retries and failures11 / 20
Recovery, retry conditions and failure handling.
CI and adversarial review9 / 20
Verification plans, risk detection and audit evidence.
Transactions and consistency11 / 20
State transitions, concurrency and consistency.
Caching and regression14 / 20
Invalidation, data updates and regression coverage.
What changes with higher reasoning effort
Compare overall scores, cost, and time across neighboring tested efforts.
high max
- Overall
- +7.4 pts 46.7 → 54.1
- Cost
- — — → —
- Evaluation time
- +12.2% 91m 45s → 102m 55s
Data snapshot published · 11/13/2026Scoring & cost notes