Compare / head-to-head

GPT-6 AstravsKimi K2.5

GPT-6 Astra leads 7 of 8 shared benchmarks. GPT-6 Astra has the larger context window (1.1M tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
7 – 1
GPT-6 Astra leads
Cheaper per token
—
list price, input + output
Larger context
GPT-6 Astra
1.1M tokens
Providers
2 providers
OpenAI · Moonshot AI
GPT-6 Astra
OpenAI · released 2026-09-03
textvision
Context
1.1M
Max out
128K
Input /1M
$10 ↗
Output /1M
$50 ↗
Cached /1M
$1
Scores
39 · 9 core
Kimi K2.5
Moonshot AI · released 2026-01-27
textvisionvideo
Context
256K
Max out
—
Input /1M
—
Output /1M
—
Cached /1M
—
Scores
26 · 14 core
Quality

Benchmark matrix

BenchmarkGPT-6 AstraKimi K2.5ΔEdge
Reported by both · 8
LMArena Elo1477.1 ↗1450.1 ↗+27GPT-6 Astra
LMArena Vision (LMArena)1284.3 ↗1252.2 ↗+32.1GPT-6 Astra
LMArena WebDev (LMArena)1787.7 ↗1435.8 ↗+351.9GPT-6 Astra
SAGE (Vals AI)46.4% ↗49.9% ↗-3.5 ptKimi K2.5
SimpleBench (SimpleBench)86.5% ↗46.8% ↗+39.7 ptGPT-6 Astra
SimpleQA Verified75.6% ↗epoch run34.3% ↗epoch run+41.3 ptGPT-6 Astra
Vending-Bench 2 (Andon Labs)15514.7 ↗1198.46 ↗+14316.2GPT-6 Astra
WeirdML (Håvard Tveit Ihle)93.6% ↗45.6% ↗+48 ptGPT-6 Astra
Only GPT-6 Astra reports · 25
GPQA Diamond96% ↗not reported——
APEX-Agents (Mercor)64.7% ↗not reported——
AutomationBench 1.0.641.4% ↗not reported——
BALROG (BALROG)68.3% ↗not reported——
Chess Puzzles (Epoch AI run)72% ↗epoch runnot reported——
DeepSWE v1.1 (Datacurve)74.1% ↗not reported——
EBR-bench (Epoch AI run)76.2% ↗epoch runnot reported——
FrontierMath Tier 4 v2 (Epoch AI run)97.6% ↗epoch runnot reported——
FrontierMath Tiers 1-3 v2 (Epoch AI run)93.7% ↗epoch runnot reported——
FrontierSWE V2 (Proximal Labs)65.5% ↗not reported——
Furniture Assembly (Epoch AI run)80% ↗epoch runnot reported——
GSO Opt@1 (GSO)77.5% ↗not reported——
LiveBench Agentic Coding (LiveBench)57.3% ↗not reported——
LiveBench Coding (LiveBench)80.4% ↗not reported——
LiveBench Data Analysis (LiveBench)83% ↗not reported——
LiveBench Instruction Following (LiveBench)75.6% ↗not reported——
LiveBench Language (LiveBench)89.4% ↗not reported——
LiveBench Mathematics (LiveBench)96.8% ↗not reported——
LiveBench Reasoning (LiveBench)92.7% ↗not reported——
LMArena Agent (LMArena)0.1227 ↗not reported——
MirrorCode (Epoch AI run)46.7% ↗epoch runnot reported——
Mystery Game Puzzles (Epoch AI run)84% ↗epoch runnot reported——
OTIS Mock AIME 2024-2025 (Epoch AI run)100% ↗epoch runnot reported——
Terminal-Bench 4.0 (Vals AI)59.6% ↗not reported——
Terminal-Bench Science 0.164.6% ↗not reported——
Only Kimi K2.5 reports · 18
SWE-bench Verifiednot reported76.8% ↗——
MMLU-Pronot reported87.1% ↗——
AIME 2025not reported96.1% ↗——
BrowseCompnot reported60.6% ↗——
GPQA-Diamondnot reported87.6% ↗——
HLE-Fullnot reported30.1% ↗——
HLE-Full (w/ tools)not reported50.2% ↗——
HMMT 2025 (Feb)not reported95.4% ↗——
IMO-AnswerBenchnot reported81.8% ↗——
LiveCodeBench (v6)not reported85% ↗——
MMMU-Pronot reported78.5% ↗——
OSWorld-Verified (XLANG)not reported63.3% ↗——
SWE-Bench Multilingualnot reported73% ↗——
SWE-Bench Pronot reported50.7% ↗——
SWE-bench Verified (Epoch AI run)not reported73.8% ↗epoch run——
Terminal Bench 2.0not reported50.8% ↗——
Toolathlon-Verified (HKUST)not reported33% ↗——
VideoMMMUnot reported86.6% ↗——
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is GPT-6 Astra minus Kimi K2.5 in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecGPT-6 AstraKimi K2.5Edge
Context window1.1M tokens256K tokensGPT-6 Astra
Max output128K tokens——
Input price / 1M$10 ↗——
Output price / 1M$50 ↗——
Cached input / 1M$1 ↗——
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$60——
Modalitiestext · visiontext · vision · videoKimi K2.5
Released2026-09-032026-01-27—
Cited benchmark scores3926—
Reliability

Provider status

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