Ling 3.0 Flash

ling-3-0-flash · 34 samples · intelligence / raw

Scoring

Choose the quality benchmark and final score formula for this model.

Cost adjustment

Tune formulas that account for Cost per Task.

Score over time

19.920.020.120.220.310-26 17:0010-27 01:1510-27 09:3010-27 17:4510-28 02:00 Run #3245 · Score · X: 2026-10-26 17:00:28 · Y: 20.1Run #3246 · Score · X: 2026-10-26 18:00:27 · Y: 20.1Run #3247 · Score · X: 2026-10-26 19:00:25 · Y: 20.1Run #3248 · Score · X: 2026-10-26 20:00:28 · Y: 20.1Run #3249 · Score · X: 2026-10-26 21:00:27 · Y: 20.1Run #3250 · Score · X: 2026-10-26 22:00:26 · Y: 20.1Run #3251 · Score · X: 2026-10-26 23:00:26 · Y: 20.1Run #3252 · Score · X: 2026-10-27 00:00:24 · Y: 20.1Run #3253 · Score · X: 2026-10-27 01:00:24 · Y: 20.1Run #3254 · Score · X: 2026-10-27 02:00:26 · Y: 20.1Run #3255 · Score · X: 2026-10-27 03:00:26 · Y: 20.1Run #3256 · Score · X: 2026-10-27 04:00:25 · Y: 20.1Run #3257 · Score · X: 2026-10-27 05:00:26 · Y: 20.1Run #3258 · Score · X: 2026-10-27 06:00:24 · Y: 20.1Run #3259 · Score · X: 2026-10-27 07:00:25 · Y: 20.1Run #3260 · Score · X: 2026-10-27 08:00:24 · Y: 20.1Run #3261 · Score · X: 2026-10-27 09:00:24 · Y: 20.1Run #3262 · Score · X: 2026-10-27 10:00:27 · Y: 20.1Run #3263 · Score · X: 2026-10-27 11:00:26 · Y: 20.1Run #3264 · Score · X: 2026-10-27 12:00:25 · Y: 20.1Run #3265 · Score · X: 2026-10-27 13:00:25 · Y: 20.1Run #3266 · Score · X: 2026-10-27 14:00:26 · Y: 20.1Run #3267 · Score · X: 2026-10-27 15:00:27 · Y: 20.1Run #3268 · Score · X: 2026-10-27 16:00:25 · Y: 20.1Run #3269 · Score · X: 2026-10-27 17:00:26 · Y: 20.1Run #3270 · Score · X: 2026-10-27 18:00:24 · Y: 20.1Run #3271 · Score · X: 2026-10-27 19:00:26 · Y: 20.1Run #3272 · Score · X: 2026-10-27 20:00:26 · Y: 20.1Run #3273 · Score · X: 2026-10-27 21:00:25 · Y: 20.1Run #3274 · Score · X: 2026-10-27 22:00:23 · Y: 20.1Run #3275 · Score · X: 2026-10-27 23:00:23 · Y: 20.1Run #3276 · Score · X: 2026-10-28 00:00:25 · Y: 20.1Run #3277 · Score · X: 2026-10-28 01:00:25 · Y: 20.1Run #3278 · Score · X: 2026-10-28 02:00:25 · Y: 20.1

Cost per task over time

$0.0177$0.0227$0.0277$0.0327$0.037710-26 17:0010-27 01:1510-27 09:3010-27 17:4510-28 02:00 Run #3245 · Cost per task · X: 2026-10-26 17:00:28 · Y: $0.0277Run #3246 · Cost per task · X: 2026-10-26 18:00:27 · Y: $0.0277Run #3247 · Cost per task · X: 2026-10-26 19:00:25 · Y: $0.0277Run #3248 · Cost per task · X: 2026-10-26 20:00:28 · Y: $0.0277Run #3249 · Cost per task · X: 2026-10-26 21:00:27 · Y: $0.0277Run #3250 · Cost per task · X: 2026-10-26 22:00:26 · Y: $0.0277Run #3251 · Cost per task · X: 2026-10-26 23:00:26 · Y: $0.0277Run #3252 · Cost per task · X: 2026-10-27 00:00:24 · Y: $0.0277Run #3253 · Cost per task · X: 2026-10-27 01:00:24 · Y: $0.0277Run #3254 · Cost per task · X: 2026-10-27 02:00:26 · Y: $0.0277Run #3255 · Cost per task · X: 2026-10-27 03:00:26 · Y: $0.0277Run #3256 · Cost per task · X: 2026-10-27 04:00:25 · Y: $0.0277Run #3257 · Cost per task · X: 2026-10-27 05:00:26 · Y: $0.0277Run #3258 · Cost per task · X: 2026-10-27 06:00:24 · Y: $0.0277Run #3259 · Cost per task · X: 2026-10-27 07:00:25 · Y: $0.0277Run #3260 · Cost per task · X: 2026-10-27 08:00:24 · Y: $0.0277Run #3261 · Cost per task · X: 2026-10-27 09:00:24 · Y: $0.0277Run #3262 · Cost per task · X: 2026-10-27 10:00:27 · Y: $0.0277Run #3263 · Cost per task · X: 2026-10-27 11:00:26 · Y: $0.0277Run #3264 · Cost per task · X: 2026-10-27 12:00:25 · Y: $0.0277Run #3265 · Cost per task · X: 2026-10-27 13:00:25 · Y: $0.0277Run #3266 · Cost per task · X: 2026-10-27 14:00:26 · Y: $0.0277Run #3267 · Cost per task · X: 2026-10-27 15:00:27 · Y: $0.0277Run #3268 · Cost per task · X: 2026-10-27 16:00:25 · Y: $0.0277Run #3269 · Cost per task · X: 2026-10-27 17:00:26 · Y: $0.0277Run #3270 · Cost per task · X: 2026-10-27 18:00:24 · Y: $0.0277Run #3271 · Cost per task · X: 2026-10-27 19:00:26 · Y: $0.0277Run #3272 · Cost per task · X: 2026-10-27 20:00:26 · Y: $0.0277Run #3273 · Cost per task · X: 2026-10-27 21:00:25 · Y: $0.0277Run #3274 · Cost per task · X: 2026-10-27 22:00:23 · Y: $0.0277Run #3275 · Cost per task · X: 2026-10-27 23:00:23 · Y: $0.0277Run #3276 · Cost per task · X: 2026-10-28 00:00:25 · Y: $0.0277Run #3277 · Cost per task · X: 2026-10-28 01:00:25 · Y: $0.0277Run #3278 · Cost per task · X: 2026-10-28 02:00:25 · Y: $0.0277

Time per task over time

2.64m2.71m2.78m2.85m2.92m10-26 17:0010-27 01:1510-27 09:3010-27 17:4510-28 02:00 Run #3245 · Time per task · X: 2026-10-26 17:00:28 · Y: 2.65mRun #3246 · Time per task · X: 2026-10-26 18:00:27 · Y: 2.65mRun #3247 · Time per task · X: 2026-10-26 19:00:25 · Y: 2.64mRun #3248 · Time per task · X: 2026-10-26 20:00:28 · Y: 2.64mRun #3249 · Time per task · X: 2026-10-26 21:00:27 · Y: 2.64mRun #3250 · Time per task · X: 2026-10-26 22:00:26 · Y: 2.65mRun #3251 · Time per task · X: 2026-10-26 23:00:26 · Y: 2.65mRun #3252 · Time per task · X: 2026-10-27 00:00:24 · Y: 2.65mRun #3253 · Time per task · X: 2026-10-27 01:00:24 · Y: 2.65mRun #3254 · Time per task · X: 2026-10-27 02:00:26 · Y: 2.65mRun #3255 · Time per task · X: 2026-10-27 03:00:26 · Y: 2.65mRun #3256 · Time per task · X: 2026-10-27 04:00:25 · Y: 2.65mRun #3257 · Time per task · X: 2026-10-27 05:00:26 · Y: 2.65mRun #3258 · Time per task · X: 2026-10-27 06:00:24 · Y: 2.65mRun #3259 · Time per task · X: 2026-10-27 07:00:25 · Y: 2.65mRun #3260 · Time per task · X: 2026-10-27 08:00:24 · Y: 2.65mRun #3261 · Time per task · X: 2026-10-27 09:00:24 · Y: 2.65mRun #3262 · Time per task · X: 2026-10-27 10:00:27 · Y: 2.65mRun #3263 · Time per task · X: 2026-10-27 11:00:26 · Y: 2.65mRun #3264 · Time per task · X: 2026-10-27 12:00:25 · Y: 2.65mRun #3265 · Time per task · X: 2026-10-27 13:00:25 · Y: 2.65mRun #3266 · Time per task · X: 2026-10-27 14:00:26 · Y: 2.65mRun #3267 · Time per task · X: 2026-10-27 15:00:27 · Y: 2.65mRun #3268 · Time per task · X: 2026-10-27 16:00:25 · Y: 2.65mRun #3269 · Time per task · X: 2026-10-27 17:00:26 · Y: 2.76mRun #3270 · Time per task · X: 2026-10-27 18:00:24 · Y: 2.76mRun #3271 · Time per task · X: 2026-10-27 19:00:26 · Y: 2.92mRun #3272 · Time per task · X: 2026-10-27 20:00:26 · Y: 2.92mRun #3273 · Time per task · X: 2026-10-27 21:00:25 · Y: 2.92mRun #3274 · Time per task · X: 2026-10-27 22:00:23 · Y: 2.92mRun #3275 · Time per task · X: 2026-10-27 23:00:23 · Y: 2.92mRun #3276 · Time per task · X: 2026-10-28 00:00:25 · Y: 2.92mRun #3277 · Time per task · X: 2026-10-28 01:00:25 · Y: 2.92mRun #3278 · Time per task · X: 2026-10-28 02:00:25 · Y: 2.92m
Run?Fetched?Score?Quality?Cost/task?Time/task?Intel?Agent?MMMU%?
#3278 2026-10-28 02:00:25 20.1 20.1 $0.0277 2.92m 20.1 - -
#3277 2026-10-28 01:00:25 20.1 20.1 $0.0277 2.92m 20.1 - -
#3276 2026-10-28 00:00:25 20.1 20.1 $0.0277 2.92m 20.1 - -
#3275 2026-10-27 23:00:23 20.1 20.1 $0.0277 2.92m 20.1 - -
#3274 2026-10-27 22:00:23 20.1 20.1 $0.0277 2.92m 20.1 - -
#3273 2026-10-27 21:00:25 20.1 20.1 $0.0277 2.92m 20.1 - -
#3272 2026-10-27 20:00:26 20.1 20.1 $0.0277 2.92m 20.1 - -
#3271 2026-10-27 19:00:26 20.1 20.1 $0.0277 2.92m 20.1 - -
#3270 2026-10-27 18:00:24 20.1 20.1 $0.0277 2.76m 20.1 - -
#3269 2026-10-27 17:00:26 20.1 20.1 $0.0277 2.76m 20.1 - -
#3268 2026-10-27 16:00:25 20.1 20.1 $0.0277 2.65m 20.1 - -
#3267 2026-10-27 15:00:27 20.1 20.1 $0.0277 2.65m 20.1 - -
#3266 2026-10-27 14:00:26 20.1 20.1 $0.0277 2.65m 20.1 - -
#3265 2026-10-27 13:00:25 20.1 20.1 $0.0277 2.65m 20.1 - -
#3264 2026-10-27 12:00:25 20.1 20.1 $0.0277 2.65m 20.1 - -
#3263 2026-10-27 11:00:26 20.1 20.1 $0.0277 2.65m 20.1 - -
#3262 2026-10-27 10:00:27 20.1 20.1 $0.0277 2.65m 20.1 - -
#3261 2026-10-27 09:00:24 20.1 20.1 $0.0277 2.65m 20.1 - -
#3260 2026-10-27 08:00:24 20.1 20.1 $0.0277 2.65m 20.1 - -
#3259 2026-10-27 07:00:25 20.1 20.1 $0.0277 2.65m 20.1 - -
#3258 2026-10-27 06:00:24 20.1 20.1 $0.0277 2.65m 20.1 - -
#3257 2026-10-27 05:00:26 20.1 20.1 $0.0277 2.65m 20.1 - -
#3256 2026-10-27 04:00:25 20.1 20.1 $0.0277 2.65m 20.1 - -
#3255 2026-10-27 03:00:26 20.1 20.1 $0.0277 2.65m 20.1 - -
#3254 2026-10-27 02:00:26 20.1 20.1 $0.0277 2.65m 20.1 - -
#3253 2026-10-27 01:00:24 20.1 20.1 $0.0277 2.65m 20.1 - -
#3252 2026-10-27 00:00:24 20.1 20.1 $0.0277 2.65m 20.1 - -
#3251 2026-10-26 23:00:26 20.1 20.1 $0.0277 2.65m 20.1 - -
#3250 2026-10-26 22:00:26 20.1 20.1 $0.0277 2.65m 20.1 - -
#3249 2026-10-26 21:00:27 20.1 20.1 $0.0277 2.64m 20.1 - -
#3248 2026-10-26 20:00:28 20.1 20.1 $0.0277 2.64m 20.1 - -
#3247 2026-10-26 19:00:25 20.1 20.1 $0.0277 2.64m 20.1 - -
#3246 2026-10-26 18:00:27 20.1 20.1 $0.0277 2.65m 20.1 - -
#3245 2026-10-26 17:00:28 20.1 20.1 $0.0277 2.65m 20.1 - -