GPT-6 Astra vs Inkling Small
As of Oct 15, 2026, GPT-6 Astra leads Inkling Small in 5 of 5 shared categories: General LLM, Reasoning, Coding › Web dev, Long context, and Factuality.
GPT-6 Astra
Yes. SOTA in Math and Vision (tied).
Inkling Small
#75 Best current rank: #75 in Coding › Web dev, as of Oct 15, 2026.
| Category | GPT-6 Astra | Inkling Small |
|---|---|---|
| General LLM | #26 · #26 in General LLM Margin 13.829787234042556 LMArena leaderboard dataset · Oct 13, 2026 | #144 · #144 in General LLM Margin 76.59574468085106 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #24 · #24 in Reasoning Margin 13.297872340425528 LMArena leaderboard dataset · Oct 13, 2026 | #141 · #141 in Reasoning Margin 75.53191489361703 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #1 · SOTA · Math Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Science | #2 · #2 in Science Margin — Epoch AI benchmarking hub · Sep 3, 2026 | — |
| Coding | #2 · Near-SOTA · Coding Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Coding › Agentic | #2 · Near-SOTA · Coding › Agentic Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 | — |
| Coding › Web dev | #2 · Near-SOTA · Coding › Web dev Margin 0.7999999999999972 LMArena leaderboard dataset · Oct 13, 2026 | #75 · #75 in Coding › Web dev Margin 59.2 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #25 · #25 in Long context Margin 13.297872340425528 LMArena leaderboard dataset · Oct 13, 2026 | #162 · #162 in Long context Margin 86.17021276595744 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #1 · Co-SOTA · Vision Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 |
| Factuality | #29 · #29 in Factuality Margin 17.441860465116278 LMArena leaderboard dataset · Oct 13, 2026 | #113 · #113 in Factuality Margin 66.27906976744185 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 3, 2026 | — |
GPT-6 Astra: $20 per 1M blended tokens.
Inkling Small: $0.6375000000000001 per 1M blended tokens.
GPT-6 Astra: closed weights.
Inkling Small: open weights.
General LLM: As of Oct 15, 2026, GPT-6 Astra leads Inkling Small in General LLM at #26 against #144.
Reasoning: As of Oct 15, 2026, GPT-6 Astra leads Inkling Small in Reasoning at #24 against #141.
Coding › Web dev: As of Oct 15, 2026, GPT-6 Astra leads Inkling Small in Coding › Web dev at #2 against #75.
Long context: As of Oct 15, 2026, GPT-6 Astra leads Inkling Small in Long context at #25 against #162.
Factuality: As of Oct 15, 2026, GPT-6 Astra leads Inkling Small in Factuality at #29 against #113.
GPT-6 Astra or Inkling Small?
As of Oct 15, 2026, GPT-6 Astra leads Inkling Small in 5 of 5 shared categories: General LLM, Reasoning, Coding › Web dev, Long context, and Factuality.
GPT-6 Astra or Inkling Small for General LLM?
As of Oct 15, 2026, GPT-6 Astra leads Inkling Small in General LLM at #26 against #144.
GPT-6 Astra or Inkling Small for Reasoning?
As of Oct 15, 2026, GPT-6 Astra leads Inkling Small in Reasoning at #24 against #141.
GPT-6 Astra or Inkling Small for Coding › Web dev?
As of Oct 15, 2026, GPT-6 Astra leads Inkling Small in Coding › Web dev at #2 against #75.