Model Benchmark | CoinSignal

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Dashboard

Ranking uses verified model performance from the database. The score favors accuracy first, then hit rate, consistency, confidence calibration, and enough sample size to trust the result.

Best calibratedz-ai/glm-5.1

Verified predictions14,476

Only completed prediction windows with accuracy scores are included.

Models compared13

Grouped by model name across every tracked coin.

Best avg accuracy68.2%

Mean score from direction, range closeness, and range overlap.

Best recent form81.5%

Average accuracy over each model's latest 10 verified calls.

Accuracy

Primary quality score already recorded for each model.

Hit Rate

Share of predictions scoring at least 70%.

Consistency

Rewards models with lower accuracy variance.

Calibration

Checks whether confidence matches actual results.

Recency

Separates current form from older performance.

RankModelScoreAvg accuracyRecentHit rateConsistencyConf gapSamplesCoinsLast verified
#1openai/gpt-5.4High-confidence avg: 57.5%73.1%68.2%49.3%66.7%77.9%-5.1%1569ADA, AVAX, BNB, BTC, DOGE +4Jul 17, 06:06 PM
#2minimax/minimax-m2.7High-confidence avg: 44.8%71.7%66.1%69.7%65.6%75.7%-3.9%195ADA, AVAX, BNB, BTC, DOGE +4Apr 26, 06:05 AM
#3xiaomi/mimo-v2.5-proHigh-confidence avg: 46.0%68.5%64.1%81.5%54.7%78.5%-5.9%1106ADA, AVAX, BNB, BTC, ETH +2Jul 18, 06:06 AM
#4minimax/minimax-m2.5High-confidence avg: 50.6%68.2%63.1%70.8%57.1%76.4%-5.6%1353ADA, AVAX, BNB, BTC, DOGE +4Jul 18, 12:05 PM
#5xiaomi/mimo-v2.5High-confidence avg: 48.1%67.8%63.2%73.3%52.6%78.1%-2.9%1324ADA, AVAX, BNB, BTC, ETH +2Jul 18, 06:01 PM
#6openai/gpt-5-miniHigh-confidence avg: 38.2%67.5%62.2%62.3%55.9%77.3%-6.0%1214ADA, AVAX, BNB, BTC, DOGE +4Jul 18, 12:02 PM
#7z-ai/glm-5.1High-confidence avg: 44.7%64.0%59.0%76.5%44.1%77.8%-0.2%1361ADA, AVAX, BNB, BTC, DOGE +4Jul 18, 06:04 AM
#8moonshotai/kimi-k2.5High-confidence avg: 42.8%63.8%58.8%63.8%45.6%76.3%-2.6%1362ADA, AVAX, BNB, BTC, DOGE +4Jul 18, 12:05 PM
#9qwen/qwen3.5-plus-20260420High-confidence avg: 52.2%63.8%59.4%78.8%44.9%77.9%-6.7%1273ADA, AVAX, BNB, BTC, ETH +2Jul 18, 12:05 PM
#10deepseek/deepseek-v4-flashHigh-confidence avg: 48.7%62.9%58.3%67.8%41.9%78.4%-3.9%1285ADA, AVAX, BNB, BTC, ETH +2Jul 18, 06:05 PM
#11google/gemini-3-flash-previewHigh-confidence avg: 42.6%62.5%58.2%54.5%42.7%78.1%+8.3%1081ADA, AVAX, BNB, BTC, DOGE +4Jul 18, 12:04 AM
#12z-ai/glm-5High-confidence avg: 42.8%61.5%54.7%68.3%52.8%67.7%+9.1%195ADA, AVAX, BNB, BTC, DOGE +4Apr 26, 06:05 AM
#13deepseek/deepseek-v4-proHigh-confidence avg: 42.8%59.5%55.2%69.2%34.5%78.7%+6.2%1158ADA, AVAX, BNB, BTC, ETH +2Jul 18, 12:05 PM