Gemini 3.8 Flash vs GPT-5.2
As of Oct 14, 2026, Gemini 3.8 Flash leads GPT-5.2 in 8 of 8 shared categories: General LLM, Reasoning, Math, Science, Coding › Web dev, Long context, Factuality, and Abstraction (ARC).
Gemini 3.8 Flash
Yes. Yes on General LLM (best per dollar); Reasoning (best per dollar). Not the overall leader.
GPT-5.2
#14 Best current rank: #14 in Math, as of Oct 14, 2026.
| Category | Gemini 3.8 Flash | GPT-5.2 |
|---|---|---|
| General LLM | #7 · Was SOTA · General LLM Margin 4.761904761904759 LMArena leaderboard dataset · Oct 13, 2026 | #74 · #74 in General LLM Margin 50.34013605442177 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #6 · #6 in Reasoning Margin 4.794520547945211 LMArena leaderboard dataset · Oct 13, 2026 | #70 · #70 in Reasoning Margin 48.63013698630137 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #5 · #5 in Math Margin 8.888888888888886 Epoch AI benchmarking hub · Sep 2, 2026 | #14 · #14 in Math Margin 28.888888888888886 Epoch AI benchmarking hub · Dec 11, 2025 |
| Science | #4 · #4 in Science Margin — Epoch AI benchmarking hub · Sep 2, 2026 | #26 · #26 in Science Margin — Epoch AI benchmarking hub · Dec 11, 2025 |
| Coding | #15 · #15 in Coding Margin 72.72727272727272 Terminal-Bench Harbor Hub · Oct 6, 2026 | #— · Not enough data Margin — Epoch AI benchmarking hub · Dec 11, 2025 |
| Coding › Agentic | #15 · #15 in Coding › Agentic Margin 72.72727272727272 Terminal-Bench Harbor Hub · Oct 6, 2026 | — |
| Coding › Web dev | #27 · #27 in Coding › Web dev Margin 24.29906542056075 LMArena leaderboard dataset · Oct 13, 2026 | #67 · #67 in Coding › Web dev Margin 61.6822429906542 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #5 · Near-SOTA · Long context Margin 3.401360544217681 LMArena leaderboard dataset · Oct 13, 2026 | #80 · #80 in Long context Margin 54.42176870748299 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #15 · #15 in Vision Margin 42.10526315789474 Epoch AI benchmarking hub · Sep 2, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 |
| Factuality | #17 · #17 in Factuality Margin 13.43283582089552 LMArena leaderboard dataset · Oct 13, 2026 | #65 · #65 in Factuality Margin 49.25373134328358 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 2, 2026 | #24 · #24 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Dec 11, 2025 |
Gemini 3.8 Flash: $1.5 per 1M blended tokens.
GPT-5.2: $4.8125 per 1M blended tokens.
Gemini 3.8 Flash: closed weights.
GPT-5.2: closed weights.
General LLM: As of Oct 14, 2026, Gemini 3.8 Flash leads GPT-5.2 in General LLM at #7 against #74.
Reasoning: As of Oct 14, 2026, Gemini 3.8 Flash leads GPT-5.2 in Reasoning at #6 against #70.
Math: As of Oct 14, 2026, Gemini 3.8 Flash leads GPT-5.2 in Math at #5 against #14.
Science: As of Oct 14, 2026, Gemini 3.8 Flash leads GPT-5.2 in Science at #4 against #26.
Coding › Web dev: As of Oct 14, 2026, Gemini 3.8 Flash leads GPT-5.2 in Coding › Web dev at #27 against #67.
Long context: As of Oct 14, 2026, Gemini 3.8 Flash leads GPT-5.2 in Long context at #5 against #80.
Factuality: As of Oct 14, 2026, Gemini 3.8 Flash leads GPT-5.2 in Factuality at #17 against #65.
Abstraction (ARC): As of Oct 14, 2026, Gemini 3.8 Flash leads GPT-5.2 in Abstraction (ARC) at #1 against #24.
Gemini 3.8 Flash or GPT-5.2?
As of Oct 14, 2026, Gemini 3.8 Flash leads GPT-5.2 in 8 of 8 shared categories: General LLM, Reasoning, Math, Science, Coding › Web dev, Long context, Factuality, and Abstraction (ARC).
Gemini 3.8 Flash or GPT-5.2 for General LLM?
As of Oct 14, 2026, Gemini 3.8 Flash leads GPT-5.2 in General LLM at #7 against #74.
Gemini 3.8 Flash or GPT-5.2 for Reasoning?
As of Oct 14, 2026, Gemini 3.8 Flash leads GPT-5.2 in Reasoning at #6 against #70.
Gemini 3.8 Flash or GPT-5.2 for Math?
As of Oct 14, 2026, Gemini 3.8 Flash leads GPT-5.2 in Math at #5 against #14.