Data points: 66
Model compare
The readout for GLM-4.5 Air and Hermes 3 Llama 3.1, before the detailed comparison sheet.
Weighted outcome: Tie. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
Tie
Tie has the higher weighted result; Model A / B score 50 to 50.
Evidence depth
66 data points
Includes 0 benchmark rows, 0 audit samples, and 7 provider examples.
Selection signal
Tie
The charts below split 7 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-4.5 Air and Hermes 3 Llama 3.1: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | GLM-4.5 Air | Hermes 3 Llama 3.1 |
|---|---|---|
| Overall leader | Tie | Tie |
| Weighted overall score | 50.0 pts | 50.0 pts |
| Benchmark category leads | 0 categories | 0 categories |
| Operational advantages | Provider coverage | Free providers |
| Context window | 131.1K tokens | 131.1K tokens |
| Max output | 98.3K tokens | 16.4K 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-4.5 Air | Hermes 3 Llama 3.1 |
|---|---|---|
| Developer | Z.ai | No data |
| Released | Jul 2025 | Aug 2024 |
| Parameters | No data | 70B |
| Tokenizer | Other | Llama3 |
| Knowledge cutoff | 2024-12-31 | 2023-12-31 |
| OpenRouter ID | z-ai/glm-4.5-air | nousresearch/hermes-3-llama-3.1-70b |
| References | No data | No data |
This report only uses LMSpeed data for GLM-4.5 Air and Hermes 3 Llama 3.1: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
GLM-4.5 Air
GLM-4.5 Air has these operational advantages: Provider coverage.
Hermes 3 Llama 3.1
Hermes 3 Llama 3.1 has these operational advantages: Free providers.
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-4.5 Air
42.6
Avg. score
Hermes 3 Llama 3.1
-
GLM-4.5 Air
GLM-4.5 Air
GLM-4.5 Air
GLM-4.5 Air
GLM-4.5 Air
GLM-4.5 Air
GLM-4.5 Air
GLM-4.5 Air
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-4.5 Air | Hermes 3 Llama 3.1 |
|---|---|---|
| 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-4.5 Air | Hermes 3 Llama 3.1 |
|---|---|---|
10 tests | GLM-4.5 Air speed / latency 20 tok/s / 33054ms input / output No data | Hermes 3 Llama 3.1 speed / latency N/A / N/A input / output No data |
10 tests | GLM-4.5 Air z-ai/glm-4.5-air:free speed / latency 27 tok/s / 39365ms input / output $0.010/request | Hermes 3 Llama 3.1 hermes-3-llama-3.1-405b speed / latency N/A / N/A input / output $0.010/request |
0 tests | GLM-4.5 Air speed / latency N/A / N/A input / output No data | Hermes 3 Llama 3.1 speed / latency N/A / N/A input / output No data |
0 tests | GLM-4.5 Air speed / latency N/A / N/A input / output No data | Hermes 3 Llama 3.1 speed / latency N/A / N/A input / output No data |
0 tests | GLM-4.5 Air speed / latency N/A / N/A input / output No data | Hermes 3 Llama 3.1 speed / latency N/A / N/A input / output No data |
GLM-4.5 Air z-ai/glm-4.5-air:free speed / latency No data input / output $0.0050/request | Hermes 3 Llama 3.1 nousresearch/hermes-3-llama-3.1-405b:free speed / latency No data input / output $0.0050/request | |
GLM-4.5 Air zai-org/GLM-4.5-Air speed / latency No data input / output $0.098/M/$0.538/M | Hermes 3 Llama 3.1 nousresearch/hermes-3-llama-3.1-405b speed / latency No data input / output $8.91/M |
Weighted outcome: Tie. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Output
| Features | Text inputText outputTool callingReasoning | Text inputText outputStructured outputsJSON mode |
|---|
