GPT-6 Astra (Non-reasoning)

gpt-6-astra-non-reasoning · 73 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

47.849.751.553.455.309-04 00:0009-04 18:1509-05 12:3009-06 06:4509-07 01:00 Run #2017 · Score · X: 2026-09-04 00:00:27 · Y: 55.3Run #2018 · Score · X: 2026-09-04 01:00:14 · Y: 55.3Run #2019 · Score · X: 2026-09-04 02:00:13 · Y: 55.3Run #2020 · Score · X: 2026-09-04 03:00:14 · Y: 55.3Run #2021 · Score · X: 2026-09-04 04:00:13 · Y: 55.3Run #2022 · Score · X: 2026-09-04 05:00:13 · Y: 55.3Run #2023 · Score · X: 2026-09-04 06:00:13 · Y: 55.3Run #2024 · Score · X: 2026-09-04 07:00:13 · Y: 55.3Run #2025 · Score · X: 2026-09-04 08:00:15 · Y: 55.3Run #2026 · Score · X: 2026-09-04 09:00:14 · Y: 55.3Run #2027 · Score · X: 2026-09-04 10:00:14 · Y: 55.3Run #2028 · Score · X: 2026-09-04 11:00:13 · Y: 55.3Run #2029 · Score · X: 2026-09-04 12:00:15 · Y: 55.3Run #2030 · Score · X: 2026-09-04 13:00:14 · Y: 55.3Run #2031 · Score · X: 2026-09-04 14:00:15 · Y: 55.3Run #2032 · Score · X: 2026-09-04 15:00:14 · Y: 55.3Run #2033 · Score · X: 2026-09-04 16:00:13 · Y: 55.3Run #2034 · Score · X: 2026-09-04 17:00:14 · Y: 55.3Run #2035 · Score · X: 2026-09-04 18:00:13 · Y: 55.3Run #2036 · Score · X: 2026-09-04 19:00:14 · Y: 55.3Run #2037 · Score · X: 2026-09-04 20:00:13 · Y: 55.3Run #2038 · Score · X: 2026-09-04 21:00:14 · Y: 55.3Run #2039 · Score · X: 2026-09-04 22:00:13 · Y: 55.3Run #2040 · Score · X: 2026-09-04 23:00:13 · Y: 47.8Run #2041 · Score · X: 2026-09-05 00:00:13 · Y: 47.8Run #2042 · Score · X: 2026-09-05 01:00:47 · Y: 47.8Run #2043 · Score · X: 2026-09-05 02:00:57 · Y: 47.8Run #2044 · Score · X: 2026-09-05 03:00:55 · Y: 47.8Run #2045 · Score · X: 2026-09-05 04:00:21 · Y: 47.8Run #2046 · Score · X: 2026-09-05 05:00:22 · Y: 47.8Run #2047 · Score · X: 2026-09-05 06:00:29 · Y: 47.8Run #2048 · Score · X: 2026-09-05 07:00:17 · Y: 47.8Run #2049 · Score · X: 2026-09-05 08:00:20 · Y: 47.8Run #2050 · Score · X: 2026-09-05 09:00:14 · Y: 47.8Run #2051 · Score · X: 2026-09-05 11:00:22 · Y: 47.8Run #2052 · Score · X: 2026-09-05 12:00:23 · Y: 47.8Run #2053 · Score · X: 2026-09-05 13:00:22 · Y: 47.8Run #2054 · Score · X: 2026-09-05 14:00:18 · Y: 47.8Run #2055 · Score · X: 2026-09-05 15:00:22 · Y: 47.8Run #2056 · Score · X: 2026-09-05 16:00:22 · Y: 47.8Run #2057 · Score · X: 2026-09-05 17:00:20 · Y: 47.8Run #2058 · Score · X: 2026-09-05 18:00:21 · Y: 47.8Run #2059 · Score · X: 2026-09-05 19:00:21 · Y: 47.8Run #2060 · Score · X: 2026-09-05 20:00:24 · Y: 47.8Run #2061 · Score · X: 2026-09-05 21:00:22 · Y: 47.8Run #2062 · Score · X: 2026-09-05 22:00:18 · Y: 47.8Run #2063 · Score · X: 2026-09-05 23:00:21 · Y: 47.8Run #2064 · Score · X: 2026-09-06 00:00:26 · Y: 47.8Run #2065 · Score · X: 2026-09-06 01:00:21 · Y: 47.8Run #2066 · Score · X: 2026-09-06 02:00:22 · Y: 47.8Run #2067 · Score · X: 2026-09-06 03:00:20 · Y: 47.8Run #2068 · Score · X: 2026-09-06 04:00:22 · Y: 47.8Run #2069 · Score · X: 2026-09-06 05:00:20 · Y: 47.8Run #2070 · Score · X: 2026-09-06 06:00:22 · Y: 47.8Run #2071 · Score · X: 2026-09-06 07:00:24 · Y: 47.8Run #2072 · Score · X: 2026-09-06 08:00:21 · Y: 47.8Run #2073 · Score · X: 2026-09-06 09:00:22 · Y: 47.8Run #2074 · Score · X: 2026-09-06 10:00:18 · Y: 47.8Run #2075 · Score · X: 2026-09-06 11:00:20 · Y: 47.8Run #2076 · Score · X: 2026-09-06 12:00:22 · Y: 47.8Run #2077 · Score · X: 2026-09-06 13:00:21 · Y: 47.8Run #2078 · Score · X: 2026-09-06 14:00:19 · Y: 47.8Run #2079 · Score · X: 2026-09-06 15:00:26 · Y: 47.8Run #2080 · Score · X: 2026-09-06 16:00:26 · Y: 47.8Run #2081 · Score · X: 2026-09-06 17:00:21 · Y: 47.8Run #2082 · Score · X: 2026-09-06 18:00:26 · Y: 47.8Run #2083 · Score · X: 2026-09-06 19:00:21 · Y: 47.8Run #2084 · Score · X: 2026-09-06 20:00:22 · Y: 47.8Run #2085 · Score · X: 2026-09-06 21:00:22 · Y: 47.8Run #2086 · Score · X: 2026-09-06 22:00:23 · Y: 47.8Run #2087 · Score · X: 2026-09-06 23:00:20 · Y: 47.8Run #2088 · Score · X: 2026-09-07 00:00:19 · Y: 47.8Run #2089 · Score · X: 2026-09-07 01:00:18 · Y: 47.8

Cost per task over time

$0.931$1.05$1.18$1.30$1.4209-04 00:0009-04 18:1509-05 12:3009-06 06:4509-07 01:00 Run #2017 · Cost per task · X: 2026-09-04 00:00:27 · Y: $0.931Run #2018 · Cost per task · X: 2026-09-04 01:00:14 · Y: $0.931Run #2019 · Cost per task · X: 2026-09-04 02:00:13 · Y: $0.931Run #2020 · Cost per task · X: 2026-09-04 03:00:14 · Y: $0.931Run #2021 · Cost per task · X: 2026-09-04 04:00:13 · Y: $0.931Run #2022 · Cost per task · X: 2026-09-04 05:00:13 · Y: $0.931Run #2023 · Cost per task · X: 2026-09-04 06:00:13 · Y: $0.931Run #2024 · Cost per task · X: 2026-09-04 07:00:13 · Y: $0.931Run #2025 · Cost per task · X: 2026-09-04 08:00:15 · Y: $0.932Run #2026 · Cost per task · X: 2026-09-04 09:00:14 · Y: $0.932Run #2027 · Cost per task · X: 2026-09-04 10:00:14 · Y: $0.932Run #2028 · Cost per task · X: 2026-09-04 11:00:13 · Y: $0.932Run #2029 · Cost per task · X: 2026-09-04 12:00:15 · Y: $0.932Run #2030 · Cost per task · X: 2026-09-04 13:00:14 · Y: $0.932Run #2031 · Cost per task · X: 2026-09-04 14:00:15 · Y: $0.932Run #2032 · Cost per task · X: 2026-09-04 15:00:14 · Y: $0.932Run #2033 · Cost per task · X: 2026-09-04 16:00:13 · Y: $0.932Run #2034 · Cost per task · X: 2026-09-04 17:00:14 · Y: $0.932Run #2035 · Cost per task · X: 2026-09-04 18:00:13 · Y: $0.932Run #2036 · Cost per task · X: 2026-09-04 19:00:14 · Y: $0.932Run #2037 · Cost per task · X: 2026-09-04 20:00:13 · Y: $0.932Run #2038 · Cost per task · X: 2026-09-04 21:00:14 · Y: $0.932Run #2039 · Cost per task · X: 2026-09-04 22:00:13 · Y: $0.932Run #2040 · Cost per task · X: 2026-09-04 23:00:13 · Y: $1.42Run #2041 · Cost per task · X: 2026-09-05 00:00:13 · Y: $1.42Run #2042 · Cost per task · X: 2026-09-05 01:00:47 · Y: $1.42Run #2043 · Cost per task · X: 2026-09-05 02:00:57 · Y: $1.42Run #2044 · Cost per task · X: 2026-09-05 03:00:55 · Y: $1.42Run #2045 · Cost per task · X: 2026-09-05 04:00:21 · Y: $1.42Run #2046 · Cost per task · X: 2026-09-05 05:00:22 · Y: $1.42Run #2047 · Cost per task · X: 2026-09-05 06:00:29 · Y: $1.42Run #2048 · Cost per task · X: 2026-09-05 07:00:17 · Y: $1.42Run #2049 · Cost per task · X: 2026-09-05 08:00:20 · Y: $1.42Run #2050 · Cost per task · X: 2026-09-05 09:00:14 · Y: $1.42Run #2051 · Cost per task · X: 2026-09-05 11:00:22 · Y: $1.42Run #2052 · Cost per task · X: 2026-09-05 12:00:23 · Y: $1.42Run #2053 · Cost per task · X: 2026-09-05 13:00:22 · Y: $1.42Run #2054 · Cost per task · X: 2026-09-05 14:00:18 · Y: $1.42Run #2055 · Cost per task · X: 2026-09-05 15:00:22 · Y: $1.42Run #2056 · Cost per task · X: 2026-09-05 16:00:22 · Y: $1.42Run #2057 · Cost per task · X: 2026-09-05 17:00:20 · Y: $1.42Run #2058 · Cost per task · X: 2026-09-05 18:00:21 · Y: $1.42Run #2059 · Cost per task · X: 2026-09-05 19:00:21 · Y: $1.42Run #2060 · Cost per task · X: 2026-09-05 20:00:24 · Y: $1.42Run #2061 · Cost per task · X: 2026-09-05 21:00:22 · Y: $1.42Run #2062 · Cost per task · X: 2026-09-05 22:00:18 · Y: $1.42Run #2063 · Cost per task · X: 2026-09-05 23:00:21 · Y: $1.42Run #2064 · Cost per task · X: 2026-09-06 00:00:26 · Y: $1.42Run #2065 · Cost per task · X: 2026-09-06 01:00:21 · Y: $1.42Run #2066 · Cost per task · X: 2026-09-06 02:00:22 · Y: $1.42Run #2067 · Cost per task · X: 2026-09-06 03:00:20 · Y: $1.42Run #2068 · Cost per task · X: 2026-09-06 04:00:22 · Y: $1.42Run #2069 · Cost per task · X: 2026-09-06 05:00:20 · Y: $1.42Run #2070 · Cost per task · X: 2026-09-06 06:00:22 · Y: $1.42Run #2071 · Cost per task · X: 2026-09-06 07:00:24 · Y: $1.42Run #2072 · Cost per task · X: 2026-09-06 08:00:21 · Y: $1.42Run #2073 · Cost per task · X: 2026-09-06 09:00:22 · Y: $1.42Run #2074 · Cost per task · X: 2026-09-06 10:00:18 · Y: $1.42Run #2075 · Cost per task · X: 2026-09-06 11:00:20 · Y: $1.42Run #2076 · Cost per task · X: 2026-09-06 12:00:22 · Y: $1.42Run #2077 · Cost per task · X: 2026-09-06 13:00:21 · Y: $1.42Run #2078 · Cost per task · X: 2026-09-06 14:00:19 · Y: $1.42Run #2079 · Cost per task · X: 2026-09-06 15:00:26 · Y: $1.42Run #2080 · Cost per task · X: 2026-09-06 16:00:26 · Y: $1.42Run #2081 · Cost per task · X: 2026-09-06 17:00:21 · Y: $1.42Run #2082 · Cost per task · X: 2026-09-06 18:00:26 · Y: $1.42Run #2083 · Cost per task · X: 2026-09-06 19:00:21 · Y: $1.42Run #2084 · Cost per task · X: 2026-09-06 20:00:22 · Y: $1.42Run #2085 · Cost per task · X: 2026-09-06 21:00:22 · Y: $1.42Run #2086 · Cost per task · X: 2026-09-06 22:00:23 · Y: $1.42Run #2087 · Cost per task · X: 2026-09-06 23:00:20 · Y: $1.42Run #2088 · Cost per task · X: 2026-09-07 00:00:19 · Y: $1.42Run #2089 · Cost per task · X: 2026-09-07 01:00:18 · Y: $1.42

Time per task over time

No chart data.

Run?Fetched?Score?Quality?Cost/task?Time/task?Intel?Agent?MMMU%?
#2089 2026-09-07 01:00:18 47.8 47.8 $1.42 - 47.8 - 82.0
#2088 2026-09-07 00:00:19 47.8 47.8 $1.42 - 47.8 - 82.0
#2087 2026-09-06 23:00:20 47.8 47.8 $1.42 - 47.8 - 82.0
#2086 2026-09-06 22:00:23 47.8 47.8 $1.42 - 47.8 - 82.0
#2085 2026-09-06 21:00:22 47.8 47.8 $1.42 - 47.8 - 82.0
#2084 2026-09-06 20:00:22 47.8 47.8 $1.42 - 47.8 - 82.0
#2083 2026-09-06 19:00:21 47.8 47.8 $1.42 - 47.8 - 82.0
#2082 2026-09-06 18:00:26 47.8 47.8 $1.42 - 47.8 - 82.0
#2081 2026-09-06 17:00:21 47.8 47.8 $1.42 - 47.8 - 82.0
#2080 2026-09-06 16:00:26 47.8 47.8 $1.42 - 47.8 - 82.0
#2079 2026-09-06 15:00:26 47.8 47.8 $1.42 - 47.8 - 82.0
#2078 2026-09-06 14:00:19 47.8 47.8 $1.42 - 47.8 - 82.0
#2077 2026-09-06 13:00:21 47.8 47.8 $1.42 - 47.8 - 82.0
#2076 2026-09-06 12:00:22 47.8 47.8 $1.42 - 47.8 - 82.0
#2075 2026-09-06 11:00:20 47.8 47.8 $1.42 - 47.8 - 82.0
#2074 2026-09-06 10:00:18 47.8 47.8 $1.42 - 47.8 - 82.0
#2073 2026-09-06 09:00:22 47.8 47.8 $1.42 - 47.8 - 82.0
#2072 2026-09-06 08:00:21 47.8 47.8 $1.42 - 47.8 - 82.0
#2071 2026-09-06 07:00:24 47.8 47.8 $1.42 - 47.8 - 82.0
#2070 2026-09-06 06:00:22 47.8 47.8 $1.42 - 47.8 - 82.0
#2069 2026-09-06 05:00:20 47.8 47.8 $1.42 - 47.8 - 82.0
#2068 2026-09-06 04:00:22 47.8 47.8 $1.42 - 47.8 - 82.0
#2067 2026-09-06 03:00:20 47.8 47.8 $1.42 - 47.8 - 82.0
#2066 2026-09-06 02:00:22 47.8 47.8 $1.42 - 47.8 - 82.0
#2065 2026-09-06 01:00:21 47.8 47.8 $1.42 - 47.8 - 82.0
#2064 2026-09-06 00:00:26 47.8 47.8 $1.42 - 47.8 - 82.0
#2063 2026-09-05 23:00:21 47.8 47.8 $1.42 - 47.8 - 82.0
#2062 2026-09-05 22:00:18 47.8 47.8 $1.42 - 47.8 - 82.0
#2061 2026-09-05 21:00:22 47.8 47.8 $1.42 - 47.8 - 82.0
#2060 2026-09-05 20:00:24 47.8 47.8 $1.42 - 47.8 - 82.0
#2059 2026-09-05 19:00:21 47.8 47.8 $1.42 - 47.8 - 82.0
#2058 2026-09-05 18:00:21 47.8 47.8 $1.42 - 47.8 - 82.0
#2057 2026-09-05 17:00:20 47.8 47.8 $1.42 - 47.8 - 82.0
#2056 2026-09-05 16:00:22 47.8 47.8 $1.42 - 47.8 - 82.0
#2055 2026-09-05 15:00:22 47.8 47.8 $1.42 - 47.8 - 82.0
#2054 2026-09-05 14:00:18 47.8 47.8 $1.42 - 47.8 - 82.0
#2053 2026-09-05 13:00:22 47.8 47.8 $1.42 - 47.8 - 82.0
#2052 2026-09-05 12:00:23 47.8 47.8 $1.42 - 47.8 - 82.0
#2051 2026-09-05 11:00:22 47.8 47.8 $1.42 - 47.8 - 82.0
#2050 2026-09-05 09:00:14 47.8 47.8 $1.42 - 47.8 - 82.0
#2049 2026-09-05 08:00:20 47.8 47.8 $1.42 - 47.8 - 82.0
#2048 2026-09-05 07:00:17 47.8 47.8 $1.42 - 47.8 - 82.0
#2047 2026-09-05 06:00:29 47.8 47.8 $1.42 - 47.8 - 82.0
#2046 2026-09-05 05:00:22 47.8 47.8 $1.42 - 47.8 - 82.0
#2045 2026-09-05 04:00:21 47.8 47.8 $1.42 - 47.8 - 82.0
#2044 2026-09-05 03:00:55 47.8 47.8 $1.42 - 47.8 - 82.0
#2043 2026-09-05 02:00:57 47.8 47.8 $1.42 - 47.8 - 82.0
#2042 2026-09-05 01:00:47 47.8 47.8 $1.42 - 47.8 - 82.0
#2041 2026-09-05 00:00:13 47.8 47.8 $1.42 - 47.8 - 82.0
#2040 2026-09-04 23:00:13 47.8 47.8 $1.42 - 47.8 - 82.0
#2039 2026-09-04 22:00:13 55.3 55.3 $0.932 - 55.3 - 82.0
#2038 2026-09-04 21:00:14 55.3 55.3 $0.932 - 55.3 - 82.0
#2037 2026-09-04 20:00:13 55.3 55.3 $0.932 - 55.3 - 82.0
#2036 2026-09-04 19:00:14 55.3 55.3 $0.932 - 55.3 - 82.0
#2035 2026-09-04 18:00:13 55.3 55.3 $0.932 - 55.3 - 82.0
#2034 2026-09-04 17:00:14 55.3 55.3 $0.932 - 55.3 - 82.0
#2033 2026-09-04 16:00:13 55.3 55.3 $0.932 - 55.3 - 82.0
#2032 2026-09-04 15:00:14 55.3 55.3 $0.932 - 55.3 - 82.0
#2031 2026-09-04 14:00:15 55.3 55.3 $0.932 - 55.3 - 82.0
#2030 2026-09-04 13:00:14 55.3 55.3 $0.932 - 55.3 - 82.0
#2029 2026-09-04 12:00:15 55.3 55.3 $0.932 - 55.3 - 82.0
#2028 2026-09-04 11:00:13 55.3 55.3 $0.932 - 55.3 - 82.0
#2027 2026-09-04 10:00:14 55.3 55.3 $0.932 - 55.3 48.8 82.0
#2026 2026-09-04 09:00:14 55.3 55.3 $0.932 - 55.3 48.8 82.0
#2025 2026-09-04 08:00:15 55.3 55.3 $0.932 - 55.3 48.8 82.0
#2024 2026-09-04 07:00:13 55.3 55.3 $0.931 - 55.3 48.8 82.0
#2023 2026-09-04 06:00:13 55.3 55.3 $0.931 - 55.3 48.8 82.0
#2022 2026-09-04 05:00:13 55.3 55.3 $0.931 - 55.3 48.8 82.0
#2021 2026-09-04 04:00:13 55.3 55.3 $0.931 - 55.3 48.8 82.0
#2020 2026-09-04 03:00:14 55.3 55.3 $0.931 - 55.3 48.8 82.0
#2019 2026-09-04 02:00:13 55.3 55.3 $0.931 - 55.3 48.8 82.0
#2018 2026-09-04 01:00:14 55.3 55.3 $0.931 - 55.3 48.8 82.0
#2017 2026-09-04 00:00:27 55.3 55.3 $0.931 - 55.3 48.8 82.0