Gemini 3.1 Pro vs GPT-5.3 Codex

Change models
IndexAll categories, out of 100.
62.3 ±3.1 best
62.0 ±5.3
GapIndex points below the top.
Top
−0.3 · no clear gap
CoverageIndex weight that has results.
95% best
85%
SpeedOutput tokens per second.
151/s best
52/s
EloLMArena rating and rank.
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ReleasedMonth of release.
2026-02
2026-02
Input / 1MUS dollars per 1M input tokens.
$2.00
$1.75 best
Output / 1MUS dollars per 1M output tokens.
$12.00 best
$14.00
1K chats2K tokens in, 500 out, each.
$10.00 best
$10.50
1K documents20K tokens in, 1K out, each.
$52.00
$49.00 best
1K agent tasks200K tokens in, 20K out, each.
$640.00
$630.00 best
ContextMaximum tokens in one request.
1M best
400K
AgenticMulti-step tasks with tools.
58.4
60.6 best
CodingCode writing and repair.
58.0
61.8 best
ReasoningLogic problems and puzzles.
65.1
67.0 best
MultimodalTasks with images and text.
63.5 best
57.3
KnowledgeFacts and expert knowledge.
69.4 best
64.1
MultilingualTasks in many languages.
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InstructionTasks with strict prompt rules.
61.1 best
59.5
MathMath problems.
61.7
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Benchmarks

9 shared
Only Gemini 3.1 Pro: 41Only GPT-5.3 Codex: 12
Gemini 3.1 Pro
GPT-5.3 Codex
47.0% best21 / 222
42.5%38 / 222
82.0%29 / 217
83.3% best13 / 217
17.7% best37 / 214
16.9%43 / 214
94.1% best5 / 199
91.5%25 / 199
95.6% best18 / 149
86.0%54 / 149
77.1% best10 / 146
75.4%23 / 146
82.4% best14 / 113
78.5%36 / 113
56.9%14 / 52
57.5% best13 / 52
75.6% best12 / 32
74.8%15 / 32