Data points: 64
Model compare
The readout for GLM-4.7 Flash and Granite 4.0 H Micro, before the detailed comparison sheet.
Weighted outcome: GLM-4.7 Flash. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
GLM-4.7 Flash
GLM-4.7 Flash has the higher weighted result; Model A / B score 100 to 0.
Evidence depth
64 data points
Includes 0 benchmark rows, 0 audit samples, and 6 provider examples.
Selection signal
Start with GLM-4.7 Flash
The charts below split 6 high-signal samples across speed, scores, and audit health.
Switch either side of this report to compare another model with the same LMSpeed data pipeline.
Select a different model to open a new comparison URL.
This report only uses LMSpeed data for GLM-4.7 Flash and Granite 4.0 H Micro: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | GLM-4.7 Flash | Granite 4.0 H Micro |
|---|---|---|
| Overall leader | Leading | Contender |
| Weighted overall score | 100.0 pts | 0.0 pts |
| Benchmark category leads | 0 categories | 0 categories |
| Operational advantages | Cheapest input price, Free providers, Provider coverage | No data |
| Context window | 200K tokens | 131K tokens |
| Max output | 131.1K tokens | 131K tokens |
| Modalities | Input Text Output Text | Input Text |
The overall result weights benchmark capability categories at 80% and price, API speed/latency, and availability at 20%. Recent test volume does not affect the winner, and missing benchmark categories are excluded.
| Model compare | GLM-4.7 Flash | Granite 4.0 H Micro |
|---|---|---|
| Developer | Z.ai | IBM |
| Released | Jan 2026 | Oct 2025 |
| Parameters | No data | No data |
| Tokenizer | Other | Other |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | z-ai/glm-4.7-flash | ibm-granite/granite-4.0-h-micro |
| References | No data | No data |
This report only uses LMSpeed data for GLM-4.7 Flash and Granite 4.0 H Micro: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
GLM-4.7 Flash
GLM-4.7 Flash has these operational advantages: Cheapest input price, Free providers, Provider coverage.
Granite 4.0 H Micro
Granite 4.0 H Micro does not clearly lead in the benchmark or operational dimensions shared by both models.
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
Compare benchmark category scores on a 0-100 scale. Select a category to inspect the gap.
Avg. score
GLM-4.7 Flash
41.6
Avg. score
Granite 4.0 H Micro
-
No data
GLM-4.7 Flash
GLM-4.7 Flash
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
No shared professional benchmark scores are available yet.
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | GLM-4.7 Flash | Granite 4.0 H Micro |
|---|---|---|
| No completed audits are available from shared providers yet. | ||
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | GLM-4.7 Flash | Granite 4.0 H Micro |
|---|---|---|
0 tests | GLM-4.7 Flash speed / latency N/A / N/A input / output No data | Granite 4.0 H Micro speed / latency N/A / N/A input / output No data |
0 tests | GLM-4.7 Flash speed / latency N/A / N/A input / output No data | Granite 4.0 H Micro speed / latency N/A / N/A input / output No data |
0 tests | GLM-4.7 Flash glm-4.7-flash speed / latency N/A / N/A input / output $0.090/M/$0.530/M | Granite 4.0 H Micro granite-4.0-h-micro speed / latency N/A / N/A input / output $75.00/M |
0 tests | GLM-4.7 Flash glm-4.7-flash speed / latency N/A / N/A input / output $0/M/$0/M | Granite 4.0 H Micro granite-4.0-h-micro speed / latency N/A / N/A input / output $0/M |
0 tests | GLM-4.7 Flash speed / latency N/A / N/A input / output No data | Granite 4.0 H Micro speed / latency N/A / N/A input / output No data |
GLM-4.7 Flash glm-4.7-flash speed / latency No data input / output $0.050/request | Granite 4.0 H Micro granite-4.0-h-micro speed / latency No data input / output $0.100/request |
Weighted outcome: GLM-4.7 Flash. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Output
| Features | Text inputText outputTool callingStructured outputsJSON modeReasoning | Text inputText outputJSON mode |
|---|
No data
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