Gemini 3.8 Flash vs Step 5 Preview
As of Oct 14, 2026, Gemini 3.8 Flash leads Step 5 Preview in 5 of 5 shared categories: General LLM, Reasoning, Coding › Web dev, Long context, and Factuality.
Gemini 3.8 Flash
Yes. Yes on General LLM (best per dollar); Reasoning (best per dollar). Not the overall leader.
Step 5 Preview
#31 Best current rank: #31 in Coding › Web dev, as of Oct 14, 2026.
| Category | Gemini 3.8 Flash | Step 5 Preview |
|---|---|---|
| General LLM | #7 · Was SOTA · General LLM Margin 4.761904761904759 LMArena leaderboard dataset · Oct 13, 2026 | #60 · #60 in General LLM Margin 40.816326530612244 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #6 · #6 in Reasoning Margin 4.794520547945211 LMArena leaderboard dataset · Oct 13, 2026 | #49 · #49 in Reasoning Margin 34.246575342465746 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #5 · #5 in Math Margin 8.888888888888886 Epoch AI benchmarking hub · Sep 2, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Science | #4 · #4 in Science Margin — Epoch AI benchmarking hub · Sep 2, 2026 | — |
| Coding | #15 · #15 in Coding Margin 72.72727272727272 Terminal-Bench Harbor Hub · Oct 6, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| 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 | #31 · #31 in Coding › Web dev Margin 28.037383177570092 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #5 · Near-SOTA · Long context Margin 3.401360544217681 LMArena leaderboard dataset · Oct 13, 2026 | #56 · #56 in Long context Margin 38.095238095238095 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 | #57 · #57 in Factuality Margin 43.28358208955224 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 2, 2026 | — |
Gemini 3.8 Flash: $1.5 per 1M blended tokens.
Step 5 Preview: $1.4249999999999998 per 1M blended tokens.
Gemini 3.8 Flash: closed weights.
Step 5 Preview: closed weights.
General LLM: As of Oct 14, 2026, Gemini 3.8 Flash leads Step 5 Preview in General LLM at #7 against #60.
Reasoning: As of Oct 14, 2026, Gemini 3.8 Flash leads Step 5 Preview in Reasoning at #6 against #49.
Coding › Web dev: As of Oct 14, 2026, Gemini 3.8 Flash leads Step 5 Preview in Coding › Web dev at #27 against #31.
Long context: As of Oct 14, 2026, Gemini 3.8 Flash leads Step 5 Preview in Long context at #5 against #56.
Factuality: As of Oct 14, 2026, Gemini 3.8 Flash leads Step 5 Preview in Factuality at #17 against #57.
Gemini 3.8 Flash · Step 5 Preview
Gemini 3.8 Flash or Step 5 Preview?
As of Oct 14, 2026, Gemini 3.8 Flash leads Step 5 Preview in 5 of 5 shared categories: General LLM, Reasoning, Coding › Web dev, Long context, and Factuality.
Gemini 3.8 Flash or Step 5 Preview for General LLM?
As of Oct 14, 2026, Gemini 3.8 Flash leads Step 5 Preview in General LLM at #7 against #60.
Gemini 3.8 Flash or Step 5 Preview for Reasoning?
As of Oct 14, 2026, Gemini 3.8 Flash leads Step 5 Preview in Reasoning at #6 against #49.
Gemini 3.8 Flash or Step 5 Preview for Coding › Web dev?
As of Oct 14, 2026, Gemini 3.8 Flash leads Step 5 Preview in Coding › Web dev at #27 against #31.