Terminus-2 – GLM-4.7-Flash (thinking on) vs. Terminus-2 – Mistral Small 3.1 24B (Non-reasoning): geospatial agent comparison
Comparison between Terminus-2 – GLM-4.7-Flash (thinking on) and Terminus-2 – Mistral Small 3.1 24B (Non-reasoning) on the Geospatial Agent Index, each benchmark, cost, time and token use, from the same tasks, agent and limits. Methodology.
Side by side
| Metric | Terminus-2 – GLM-4.7-Flash (thinking on) | Terminus-2 – Mistral Small 3.1 24B (Non-reasoning) |
|---|---|---|
| Geospatial Agent Index | 40 (attempts per task: 3) | 0* (attempts per task: 1 on 9 of 290 tasks so far) |
| GeoAgentBench score | 43 | No data |
| GeoBenchX score | 39 | No data |
| Earth-Bench score | 35 | 0 |
| GeoAnalystBench score | 42 | No data |
| Raster and remote sensing score | 36 | 0 |
| Vector and overlay score | 46 | No data |
| Networks and routing score | 33 | No data |
| Climate and time series score | 44 | 0 |
| Spatial statistics and interpolation score | 29 | No data |
| Mapping and cartography score | 50 | No data |
| Recognising infeasible requests score | 33 | No data |
| Cost per task | $0.030 | $0.247 |
| Time per task | 9.2 min | 15.6 min |
| Tokens per attempt | 419k | 693k |
| Turns per attempt | 17.9 | 25.7 |
| Attempts decided | 870 | 9 |
| Input price per 1M tokens | $0.06 | $0.35 |
| Output price per 1M tokens | $0.40 | $0.56 |
| Context window | 131,072 | 128,000 |
| Image input | No | Yes |
| Developer | Z.ai | Mistral AI |
Charts
Geospatial Agent Index
Equal-weight average of the evaluation scores, 0 to 100 · Higher is better
First eight selected entries in metric order. Full results in table view.
Data table: Geospatial Agent Index
| Model | Creator | Geospatial Agent Index | Range while attempts are pending | Benchmarks covered | Coverage (attempts) |
|---|---|---|---|---|---|
| Terminus-2 – GLM-4.7-Flash (thinking on) | Z.ai | 40 (attempts per task: 3) | No pending judgements | 4 of 4 | 870 of 870 planned attempts |
| Terminus-2 – Mistral Small 3.1 24B (Non-reasoning) | Mistral AI | 0* (attempts per task: 1 on 9 of 290 tasks so far) | No pending judgements; coverage incomplete | 1 of 4 | 9 of 351 planned attempts |
Terminus-2 – GLM-4.7-Flash (thinking on)Cost per task
Average cost per task (USD) · Lower is better
First eight selected entries in metric order. Full results in table view.
Data table: Cost per task
| Model | Creator | Cost per task | Coverage (attempts) |
|---|---|---|---|
| Terminus-2 – GLM-4.7-Flash (thinking on) | Z.ai | $0.030 | 870 of 870 planned attempts |
| Terminus-2 – Mistral Small 3.1 24B (Non-reasoning) | Mistral AI | $0.247 | 9 of 351 planned attempts |
Time per task
Average agent wall time per task · Lower is better
First eight selected entries in metric order. Full results in table view.
Data table: Time per task
| Model | Creator | Time per task | Coverage (attempts) |
|---|---|---|---|
| Terminus-2 – GLM-4.7-Flash (thinking on) | Z.ai | 9.2 min | 870 of 870 planned attempts |
| Terminus-2 – Mistral Small 3.1 24B (Non-reasoning) | Mistral AI | 15.6 min | 9 of 351 planned attempts |
Frequently asked questions
- Which scores higher on the Geospatial Agent Index, Terminus-2 – GLM-4.7-Flash (thinking on) or Terminus-2 – Mistral Small 3.1 24B (Non-reasoning)?
- Not comparable yet: Terminus-2 – Mistral Small 3.1 24B (Non-reasoning) has scores on 1 of 4 benchmarks, so it is not yet ranked. Terminus-2 – GLM-4.7-Flash (thinking on): 870 of 870 planned attempts. Terminus-2 – Mistral Small 3.1 24B (Non-reasoning): 9 of 351 planned attempts. Coverage is partial; scores can change as more attempts are decided.
- Which is cheaper per task, Terminus-2 – GLM-4.7-Flash (thinking on) or Terminus-2 – Mistral Small 3.1 24B (Non-reasoning)?
- Terminus-2 – GLM-4.7-Flash (thinking on), at $0.030 against $0.247 for Terminus-2 – Mistral Small 3.1 24B (Non-reasoning).
- Which is faster per task, Terminus-2 – GLM-4.7-Flash (thinking on) or Terminus-2 – Mistral Small 3.1 24B (Non-reasoning)?
- Terminus-2 – GLM-4.7-Flash (thinking on), at 9.2 min against 15.6 min for Terminus-2 – Mistral Small 3.1 24B (Non-reasoning).
- Which has the larger context window, Terminus-2 – GLM-4.7-Flash (thinking on) or Terminus-2 – Mistral Small 3.1 24B (Non-reasoning)?
- Terminus-2 – GLM-4.7-Flash (thinking on), at 131,072 tokens against 128,000 tokens for Terminus-2 – Mistral Small 3.1 24B (Non-reasoning).
More: Terminus-2 – GLM-4.7-Flash (thinking on) · Terminus-2 – Mistral Small 3.1 24B (Non-reasoning) · all comparisons