Gemini 3.8 Flash vs GPT-6 Astra

Change models
IndexAll categories, out of 100.
67.8 ±2.5
78.0 ±1.9 best
GapIndex points below the top.
−10.2
Top
CoverageIndex weight that has results.
95%
100% best
SpeedOutput tokens per second.
68/s best
34/s
EloLMArena rating and rank.
1500 best
1440
ReleasedMonth of release.
2026-09
2026-09
Input / 1MUS dollars per 1M input tokens.
$0.825 best
$10.00
Output / 1MUS dollars per 1M output tokens.
$4.13 best
$50.00
Batch output / 1MBatch price per 1M output tokens.
$1.88 best
$25.00
1K chats2K tokens in, 500 out, each.
$3.71 best
$45.00
1K documents20K tokens in, 1K out, each.
$20.63 best
$250.00
1K agent tasks200K tokens in, 20K out, each.
$247.50 best
$3,000.00
ContextMaximum tokens in one request.
1.05M
1.05M
AgenticMulti-step tasks with tools.
65.3
74.6 best
CodingCode writing and repair.
66.2
76.9 best
ReasoningLogic problems and puzzles.
68.3
83.8 best
MultimodalTasks with images and text.
67.1
71.2 best
KnowledgeFacts and expert knowledge.
70.9
78.5 best
MultilingualTasks in many languages.
—
73.6
InstructionTasks with strict prompt rules.
91.3 best
79.5
MathMath problems.
64.3
78.0 best

Benchmarks

85 shared
Only Gemini 3.8 Flash: 21Only GPT-6 Astra: 53
Gemini 3.8 Flash
GPT-6 Astra
47.8%20 / 222
54.7% best8 / 222
81.3% best34 / 217
80.7%37 / 217
95.4%5 / 217
95.8% best3 / 217
18.3%34 / 214
31.7% best4 / 214
98.9%22 / 200
100.0% best1 / 200
95.3%2 / 199
96.1% best1 / 199
50.5%19 / 164
61.6% best6 / 164
46.8%34 / 133
53.7% best25 / 133
89.2%11 / 131
95.0% best1 / 131
98.5% best1 / 126
97.5%5 / 126
78.7%34 / 123
89.6% best8 / 123
92.5%11 / 122
97.5% best5 / 122
98.0% best11 / 116
97.8%14 / 116
56.6% best23 / 114
56.5%24 / 114
85.6%4 / 113
86.9% best2 / 113
MedScribeHealthcare
84.5%34 / 109
87.9% best16 / 109
MedCodeHealthcare
48.1%31 / 106
48.5% best29 / 106
69.7%10 / 91
75.6% best4 / 91
Chess PuzzlesReasoning
58.0%14 / 90
74.0% best3 / 90
68.4%32 / 90
93.7% best2 / 90