Terminus-2 – Llama 3.3 70B (Non-reasoning) vs. Kimi Code – Kimi K2.6 (always on): geospatial agent comparison
Comparison between Terminus-2 – Llama 3.3 70B (Non-reasoning) and Kimi Code – Kimi K2.6 (always on) 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 – Llama 3.3 70B (Non-reasoning) | Kimi Code – Kimi K2.6 (always on) |
|---|---|---|
| Geospatial Agent Index | 7* | 56* (partial: attempt 1 on 72 of 320 tasks) |
| Earth-Bench V2 score | 7 | 55 |
| GeoBenchX score | 6 | 57 |
| GeoAgentBench score (guided GIS workflow; outside the index) | 8 | No data |
| GeoAnalystBench score (guided GIS workflow; outside the index) | 0 | No data |
| Raster and remote sensing score | 4 | 60 |
| Vector and overlay score | 0 | 0 |
| Networks and routing score | No data | No data |
| Climate and time series score | 10 | 0 |
| Spatial statistics and interpolation score | 0 | 67 |
| Mapping and cartography score | 2 | 83 |
| Recognising infeasible requests score | 13 | 40 |
| Cost per task | $0.024 | $0.219 |
| Time per task | 3.9 min | 9.7 min |
| Tokens per attempt | 65k | 840k |
| Turns per attempt | 14.9 | No data |
| Attempts decided | 320 | 71 |
| Input price per 1M tokens | $0.29 | $0.95 |
| Output price per 1M tokens | $2.25 | $4.00 |
| Context window | 24,000 | 262,144 |
| Image input | No | Yes |
| Developer | Meta | Moonshot AI |
Charts
Partial coverage. Kimi Code – Kimi K2.6 (always on): 11 of 147 Earth-Bench V2 tasks; 61 of 173 GeoBenchX tasks. Grey placeholders identify these entries in the index, cost and time charts; their height does not represent a value. Comparable bars appear when first-attempt coverage is complete. Their available results remain in the side-by-side table.
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 – Llama 3.3 70B (Non-reasoning) | Meta | 7* | No pending judgements; coverage incomplete | 2 of 2 | 320 of 614 planned attempts |
Cost per task
Average cost per task (USD) · Lower is better
First eight selected entries in metric order. Full results in table view.
How to read this chart
Not shown: partial coverage. Kimi Code – Kimi K2.6 (always on).
Data table: Cost per task
| Model | Creator | Cost per task | Coverage (attempts) |
|---|---|---|---|
| Terminus-2 – Llama 3.3 70B (Non-reasoning) | Meta | $0.024 | 320 of 614 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.
How to read this chart
Not shown: partial coverage. Kimi Code – Kimi K2.6 (always on).
Data table: Time per task
| Model | Creator | Time per task | Coverage (attempts) |
|---|---|---|---|
| Terminus-2 – Llama 3.3 70B (Non-reasoning) | Meta | 3.9 min | 320 of 614 planned attempts |
Frequently asked questions
Which scores higher on the Geospatial Agent Index, Terminus-2 – Llama 3.3 70B (Non-reasoning) or Kimi Code – Kimi K2.6 (always on)?
Which is cheaper per task, Terminus-2 – Llama 3.3 70B (Non-reasoning) or Kimi Code – Kimi K2.6 (always on)?
Which is faster per task, Terminus-2 – Llama 3.3 70B (Non-reasoning) or Kimi Code – Kimi K2.6 (always on)?
Which has the larger context window, Terminus-2 – Llama 3.3 70B (Non-reasoning) or Kimi Code – Kimi K2.6 (always on)?
More: Terminus-2 – Llama 3.3 70B (Non-reasoning) · Kimi Code – Kimi K2.6 (always on) · all comparisons