Gemini 3.8 Flash vs Inkling
As of Oct 14, 2026, Gemini 3.8 Flash leads Inkling 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.
Inkling
#48 Best current rank: #48 in Factuality, as of Oct 14, 2026.
| Category | Gemini 3.8 Flash | Inkling |
|---|---|---|
| General LLM | #7 · Was SOTA · General LLM Margin 4.761904761904759 LMArena leaderboard dataset · Oct 13, 2026 | #70 · #70 in General LLM Margin 47.61904761904762 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #6 · #6 in Reasoning Margin 4.794520547945211 LMArena leaderboard dataset · Oct 13, 2026 | #68 · #68 in Reasoning Margin 47.26027397260274 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 | #68 · #68 in Coding › Web dev Margin 62.61682242990654 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #5 · Near-SOTA · Long context Margin 3.401360544217681 LMArena leaderboard dataset · Oct 13, 2026 | #83 · #83 in Long context Margin 56.46258503401361 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #15 · #15 in Vision Margin 42.10526315789474 Epoch AI benchmarking hub · Sep 2, 2026 | — |
| Factuality | #17 · #17 in Factuality Margin 13.43283582089552 LMArena leaderboard dataset · Oct 13, 2026 | #48 · #48 in Factuality Margin 36.56716417910448 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.
Inkling: $1.7625 per 1M blended tokens.
Gemini 3.8 Flash: closed weights.
Inkling: open weights.
General LLM: As of Oct 14, 2026, Gemini 3.8 Flash leads Inkling in General LLM at #7 against #70.
Reasoning: As of Oct 14, 2026, Gemini 3.8 Flash leads Inkling in Reasoning at #6 against #68.
Coding › Web dev: As of Oct 14, 2026, Gemini 3.8 Flash leads Inkling in Coding › Web dev at #27 against #68.
Long context: As of Oct 14, 2026, Gemini 3.8 Flash leads Inkling in Long context at #5 against #83.
Factuality: As of Oct 14, 2026, Gemini 3.8 Flash leads Inkling in Factuality at #17 against #48.
Gemini 3.8 Flash or Inkling?
As of Oct 14, 2026, Gemini 3.8 Flash leads Inkling in 5 of 5 shared categories: General LLM, Reasoning, Coding › Web dev, Long context, and Factuality.
Gemini 3.8 Flash or Inkling for General LLM?
As of Oct 14, 2026, Gemini 3.8 Flash leads Inkling in General LLM at #7 against #70.
Gemini 3.8 Flash or Inkling for Reasoning?
As of Oct 14, 2026, Gemini 3.8 Flash leads Inkling in Reasoning at #6 against #68.
Gemini 3.8 Flash or Inkling for Coding › Web dev?
As of Oct 14, 2026, Gemini 3.8 Flash leads Inkling in Coding › Web dev at #27 against #68.