- Score · relative 0–100
- 48.2
- Rank
- 42
- Status
- Complete 3/3
- Rank change
- 0
- Players generated
- 2026-11-03
- Match evidence updated
- 2026-11-10
Reasoning settings compared
- HighIntensive
40.5 · rank 58 on the Intensive leaderboard
- Cost per program
- $0.0742 · provider-reported
- Working programs
- 7 of 8
- API time
- 10.1 min (observed mean, descriptive)
13.7 points below Medium, at 1.1× the cost
- Higher score for $0.0742 or less: Pareto 26.10 (no Overall rank) Reasoning controls unavailable · Baseline: 89.7 for $0.0296 (provider-reported)
- Cheapest scoring at least as high: GPT-6 Luna None · Baseline: 45.3 for $0.00318 (list-price estimate) (one of 47 such settings)
- MediumBalanced
54.2 · rank 33 on the Balanced leaderboard
- Cost per program
- $0.0680 · provider-reported
- Working programs
- 8 of 8
- API time
- 4.5 min (observed mean, descriptive)
4.3 points above Low, at 0.88× the cost
- Higher score for $0.0680 or less: Pareto 26.10 (no Overall rank) Reasoning controls unavailable · Baseline: 89.7 for $0.0296 (provider-reported)
- Cheapest scoring at least as high: GLM-5.3 Flash High · Balanced: 60.8 for $0.00579 (provider-reported) (one of 21 such settings)
- LowBaseline
49.9 · rank 21 on the Baseline leaderboard
- Cost per program
- $0.0775 · provider-reported
- Working programs
- 8 of 8
- API time
- 4.6 min (observed mean, descriptive)
- Higher score for $0.0775 or less: Pareto 26.10 (no Overall rank) Reasoning controls unavailable · Baseline: 89.7 for $0.0296 (provider-reported)
- Cheapest scoring at least as high: GLM-5.3 Flash High · Balanced: 60.8 for $0.00579 (provider-reported) (one of 32 such settings)
Score and cost of every ranked setting
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Available settings and grouping
Available settings
Checked on 2026-11-03 · Provider documentation
How settings are grouped
- Baseline: Low — tested and included
- Balanced: Medium — tested and included
- Intensive: High — tested and included
Scores by game
What this result shows
Strongest included setting: Medium (54.2).
Across included settings, the highest game score is International Draughts (80.9); the lowest is Xiangqi (24.3). Each game counts every generation attempt, a failed one as 0. These are relative scores within each game, not direct comparisons of difficulty.
Match evidence measures these retained programs. It does not establish how a fresh generation will perform. Independent-generation variation is not estimated in this release.
Test protocol and evidence limits
- Model identifier
- mistralai/mistral-large-4-0-1029
- Provider route (catalog)
- openrouter
- Prompt identity / profile
- Not retained in this result set / Not retained in this result set
- Prompt version
- Not retained in this result set
- Generation policy
- Generation-quality admission policy (see methodology)
- Requested output-token limits
- 262144 (27 of 27 indexed attempts)
Generation evidence
- Low: 8 contributing player programs across 8 games
- Medium: 8 contributing player programs across 8 games
- High: 7 contributing player programs across 7 games
Counts describe contributing programs, not independent replications: repairs and resends are not new independent samples. Independent-generation lineage is not retained.
| Game | Reasoning group | Programs | Working-program strength | Raw rating | Combined record (W / D / L) |
|---|---|---|---|---|---|
| Go | Intensive | 1 working of 1 attempt | 23.9 | 1210.5 | 67 / 126 / 371 |
| Go | Balanced | 1 working of 1 attempt | 32.4 | 1306.6 | 148 / 60 / 356 |
| Go | Baseline | 1 working of 1 attempt | 42.3 | 1406.1 | 169 / 130 / 265 |
| Chess | Intensive | 1 working of 1 attempt | 46.8 | 1445.3 | 34 / 412 / 86 |
| Chess | Balanced | 1 working of 1 attempt | 40.8 | 1398.4 | 5 / 407 / 120 |
| Chess | Baseline | 1 working of 1 attempt | 46.1 | 1439.4 | 37 / 398 / 97 |
| Shogi | Intensive | 1 working of 1 attempt | 38.6 | 1327.7 | 130 / 126 / 292 |
| Shogi | Balanced | 1 working of 1 attempt | 64.0 | 1565.4 | 251 / 162 / 135 |
| Shogi | Baseline | 1 working of 1 attempt | 42.5 | 1362.9 | 154 / 120 / 274 |
| Xiangqi | Balanced | 1 working of 1 attempt | 35.8 | 1357.1 | 27 / 319 / 198 |
| Xiangqi | Baseline | 1 working of 1 attempt | 37.1 | 1367.1 | 49 / 288 / 207 |
| Hex | Intensive | 1 working of 1 attempt | 69.4 | 1704.7 | 392 / 0 / 190 |
| Hex | Balanced | 1 working of 1 attempt | 79.9 | 1943.6 | 456 / 0 / 126 |
| Hex | Baseline | 1 working of 1 attempt | 42.8 | 1329.1 | 240 / 0 / 342 |
| International Draughts | Intensive | 1 working of 1 attempt | 78.8 | 1956.6 | 422 / 17 / 115 |
| International Draughts | Balanced | 1 working of 1 attempt | 84.6 | 2078.7 | 452 / 25 / 77 |
| International Draughts | Baseline | 1 working of 1 attempt | 79.3 | 1966.9 | 419 / 29 / 106 |
| Game of the Amazons | Intensive | 1 working of 1 attempt | 48.0 | 1405.8 | 260 / 0 / 318 |
| Game of the Amazons | Balanced | 1 working of 1 attempt | 60.6 | 1573.6 | 337 / 0 / 241 |
| Game of the Amazons | Baseline | 1 working of 1 attempt | 35.5 | 1242.4 | 186 / 0 / 392 |
| Tumbleweed | Intensive | 1 working of 1 attempt | 18.9 | 924.7 | 102 / 0 / 480 |
| Tumbleweed | Balanced | 1 working of 1 attempt | 35.5 | 1167.2 | 194 / 0 / 388 |
| Tumbleweed | Baseline | 1 working of 1 attempt | 73.6 | 1873.6 | 419 / 0 / 163 |
Each row covers all the model's programs in one game and setting. Strength and raw rating are attempt-weighted means; under them, each program's score and the lowest and highest rating describe the programs (not a confidence interval). The combined record adds up their matches: evidence volume, not strength.
Failures and budgets
1 model-code generation failures; 0 provider/infrastructure failures excluded from the generation denominator. Runtime player faults are separate: 0 recorded one-sided faults across contributing program rows. A crash, an illegal move, or a timeout repeated by a later quiet replay, pinned on one program, also counts as that program's loss in its match record; other faults are left out of rating evidence.
Repair/resend outcomes and available costs are included. Exact retry ceilings and execution budgets are not retained in this result set; see the methodology for the public policy. Do not infer a measured setting from a current provider catalog.
Player program results
High: 75% / 13% / 12% · n 8Medium: 100% / 0% / 0% · n 8Low: 88% / 12% / 0% · n 8 All three benchmark settings testedGeneration cost, all settings combined
$0.07average estimated cost per game and reasoning setting
- Median
- $0.07
- Range
- $0.04–$0.13
- Provider-reported total
- $1.76
- Cost data
- 24 combinations · 24 runs
- Price source
- Provider-reported
- Price list
- boardgame-list-prices-2026-10-09
- Average output
- 32k tokens
- Output range
- 19k–57k tokens
- Runs with output-token data
- 24
How cost is measured
Comparison cost gives equal weight to each model, game, and reasoning-setting combination. Recorded generation attempts include repairs and resends when cost evidence is available; runtime compute and service operation are excluded. Cost and output-token counts use separate telemetry denominators. A list-price estimate is not actual expenditure; mixed evidence is not a uniform standard-price comparison.
Test protocol
- Combines this model's tested reasoning settings
- Player-program generation; retained protocol details are under “Test protocol and evidence limits” above