Model results
GLM-5.3 FlashX
Zhipu · Overall Models
- Score · relative 0–100
- 41.7
- Rank
- 22
- Status
- Complete 3/3
- Rank change
- Baseline
- Players generated
- 2026-09-22 – 2026-09-22
- Match evidence updated
- 2026-09-26
- Results published
- 2026-09-26T08:55:16Z
- Settings tested
- All three benchmark settings tested
What this result shows
Strongest included setting: Max (50.9).
Across included settings, the highest game score is International Draughts (59.4); the lowest is Tumbleweed (16.2). 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
- z-ai/glm-5.3-flashx
- 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
- 131072 (29 of 29 indexed attempts)
Generation evidence
- Low: 8 contributing player programs across 8 games
- High: 8 contributing player programs across 8 games
- Max: 8 contributing player programs across 8 games
Counts describe contributing programs, not independent replications: repairs and resends are not new independent samples. Independent-generation lineage is not retained; the per-game counts below keep unique code identities separate from admitted generation runs.
| Game | Setting | Unique programs | Admitted generation runs | Program score range |
|---|---|---|---|---|
| Chess | high | 1 | 1 | 19.0–19.0 |
| Chess | low | 1 | 1 | 9.6–9.6 |
| Chess | max | 1 | 1 | 37.1–37.1 |
| Game of the Amazons | high | 1 | 1 | 51.3–51.3 |
| Game of the Amazons | low | 1 | 1 | 56.5–56.5 |
| Game of the Amazons | max | 1 | 1 | 69.7–69.7 |
| Go | high | 1 | 1 | 64.7–64.7 |
| Go | low | 1 | 1 | 45.9–45.9 |
| Go | max | 1 | 1 | 34.9–34.9 |
| Hex | high | 1 | 1 | 36.6–36.6 |
| Hex | low | 1 | 1 | 51.3–51.3 |
| Hex | max | 1 | 1 | 57.7–57.7 |
| International Draughts | high | 1 | 1 | 49.7–49.7 |
| International Draughts | low | 1 | 1 | 60.0–60.0 |
| International Draughts | max | 1 | 1 | 68.6–68.6 |
| Shogi | high | 1 | 1 | 41.5–41.5 |
| Shogi | low | 1 | 1 | 27.7–27.7 |
| Shogi | max | 1 | 1 | 57.8–57.8 |
| Tumbleweed | high | 1 | 1 | 6.3–6.3 |
| Tumbleweed | low | 1 | 1 | 20.0–20.0 |
| Tumbleweed | max | 1 | 1 | 22.2–22.2 |
| Xiangqi | high | 1 | 1 | 28.1–28.1 |
| Xiangqi | low | 1 | 1 | 25.9–25.9 |
| Xiangqi | max | 1 | 1 | 59.4–59.4 |
Program ranges describe the retained competitors on this release scale, not a statistical estimate of a fresh generation.
Failures and budgets
0 model-code generation failures; 0 provider/infrastructure failures excluded from the generation denominator. Runtime player faults are separate: 0 recorded unilateral faults across contributing program rows, excluded from 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.
Scores by reasoning setting
| Tested setting | Score | Result status | Display group |
|---|---|---|---|
| Low | 37.1 | Tested and included | Baseline |
| High | 37.1 | Tested and included | Balanced |
| Max | 50.9 | Tested and included | Intensive |
Available settings and grouping
Available settings
Checked on 2026-09-22 · Provider documentation
How settings are grouped
- Baseline: Low — tested and included
- Balanced: High — tested and included
- Intensive: Max — tested and included
Player program results
Max: 100% / 0% / 0% · n 8High: 63% / 37% / 0% · n 8Low: 75% / 25% / 0% · n 8 All three benchmark settings testedGeneration cost
- Average estimated cost
- $0.03
- Median estimated cost
- $0.03
- Estimated range
- $0.0054–$0.10
- Cost data
- 24 combinations / 24 recorded runs
- Provider-reported total
- $0.76
- Price source
- Provider-reported
- Price list
- boardgame-list-prices-2026-09-08
- Average output
- 23k tokens
- Output range
- 2.3k–74k tokens
- Runs with output-token evidence
- 24
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 evidence below