BenchLeader

Every benchmark.
One leaderboard.

68 benchmarks from 19 independent publishers, reconciled into one set of standings every morning. BenchLeader runs no evaluations of its own: it lines up what Artificial Analysis, LMArena, Epoch AI, LiveBench, SWE-bench and the rest have already measured, so every model is judged on all of the evidence at once, at the reasoning effort it was actually run at.

models ranked
357
configurations ranked
610
sources live
19/19
  • GPT-6 Astra (max) input price moved from $10.00/M to $11.00/M (10% up).
  • GPT-6 Astra (max) output price moved from $50.00/M to $55.00/M (10% up).
  • GPT-6 Astra (max) moved from #2 to #1 in the BenchLeader Index.
  • Claude Fable 5 moved from #6 to #2 in the BenchLeader Index.
  • Read the daily digest
Standings9 Sept 2026
  1. 1GPT-6 Astra maxOpenAI · $22.00/M70.6▼ 0.3
  2. 2Claude Fable 5 Anthropic · $20.00/M70.4▲ 3.7
  3. 3Claude Fable 5.1 xhighAnthropic · $20.00/M70.3
  4. 4Claude Opus 5 Anthropic · $10.00/M70.0
  5. 5GPT-5.6 Sol highOpenAI · $8.00/M68.0▲ 6.9
  6. 6GPT-5.5 OpenAI · $11.25/M66.6▲ 5.1
  7. 7Kimi K3 Moonshot AI · $6.00/M66.5▲ 5.0
  8. 8Claude Opus 4.7 Anthropic · $10.00/M65.5▲ 1.2
  9. 9Muse Spark Meta65.4▲ 4.9
  10. 10Muse Spark 1.1 Meta · $2.00/M64.9▲ 4.7
Purple: leader. Arrows: change in index since the last time it moved. Full standings

The frontier board

The 10 models that matter this week, read three ways. Click a lane to re-order.

Model
  1. 1GPT-6 Astramax70.654$0.88
  2. 2Claude Fable 570.463$0.80
  3. 3Claude Opus 570.052$0.40
  4. 4GPT-5.6 Solhigh68.059$0.32
  5. 5Kimi K366.537$0.24
  6. 6Muse Spark 1.164.9194$0.09
  7. 7GLM-5.3-Flash61.072$0.005
  8. 8DeepSeek V4 Prohigh60.066$0.03
  9. 9Ling 3.0 Flash54.0290$0.006
  10. 10Qwen3.5-4B47.127$0.002
Bars are relative to the best in the lane; purple is the lane leader.Cost is one agentic coding session, 60k tokens in and 4k out.Full quality boardFull speed boardFull cost board

Quality against…

Showing 14 models: the frontier no other model beats on both axes, the top eight by index, and the best model in each price band. Up and to the left is better: more quality for less money. Hover for details, click to open a model.

GPT-6 AstramaxClaude Fable 5Claude Opus 5GPT-5.6 SolhighGPT-5.5Kimi K3Claude Opus 4.7Muse Spark 1.1GLM-5.3-FlashDeepSeek V4 ProhighGPT-5.6 LunaxhighLing 3.0 FlashQwen3.5-4Bqwen3-4b-instruct-2507
40506070$0.050$0.100$0.200$0.500$1.00$2.00$5.00$10.00$20.00Blended price, $ per 1M tokens (log scale)BenchLeader IndexGPT-6 Astra (max)Claude Fable 5Claude Opus 5GPT-5.6 Sol (high)GPT-5.5Kimi K3Claude Opus 4.7Muse Spark 1.1GLM-5.3-FlashDeepSeek V4 Pro (high)GPT-5.6 Luna (xhigh)Ling 3.0 FlashQwen3.5-4Bqwen3-4b-instruct-2507
Dashed line: the frontier. Purple-ringed points are not beaten on both axes by any other model shown.

The BenchLeader Index

One row per model, showing its best-scoring reasoning effort; switch to all configurations to compare efforts. Click any column to sort. Methodology

357 of 357
#
1GPT-6 AstramaxOpenAI70.6±4$22.0054329 s1.1M2026-09-032026-09-08
2Claude Fable 5Anthropic70.4±3$20.006392 s1M2026-06-092026-09-08
3Claude Fable 5.1xhighAnthropic70.3±7$20.0058132 s1M2026-09-012026-09-01
4Claude Opus 5Anthropic70.0±4$10.005282 s1M2026-07-242026-09-05
5GPT-5.6 SolhighOpenAI68.0±6$8.005931 s1M2026-07-092026-07-09
6GPT-5.5OpenAI66.6±4$11.258862 s1.1M2026-04-232026-09-08
7Kimi K3Moonshot AIopen ↗66.5±3$6.003758 s1.0M2026-07-162026-09-05
8Claude Opus 4.7Anthropic65.5±3$10.004621 s1M2026-04-162026-09-08
9Muse SparkMeta65.4±3262k2026-04-082026-09-02
10Muse Spark 1.1Meta64.9±4$2.001942.03 s1.0M2026-07-092026-09-08
11Claude Opus 4.8Anthropic64.7±3$10.005829 s1M2026-05-282026-09-08
12Gemini 3.7 FlashmediumGoogle64.4±4$1.502825.27 s1M2026-08-132026-08-13
13GPT-5.6 TerraxhighOpenAI64.2±4$4.509333 s1M2026-07-092026-09-08
14GPT-5.4 ProOpenAI64.2±4$67.5016.70 s1.1M2026-03-052026-03-23
15Gemini 3.1 ProGoogle63.9±4$4.5011030 s1.0M2026-02-192026-09-08
16Qwen3 8maxAlibaba63.9±3$2.673953 s1M2026-08-022026-09-08
17Gemini 3.5 FlashmediumGoogle63.9±3$3.3820917 s1M2026-05-192026-09-08
18Muse Spark 1.3xhighMeta63.9±5$2.0019340 s1M2026-09-022026-09-08
19Grok 4.6mediumxAI63.8±7$3.005537 s500k2026-08-122026-08-12
20Gemini 3.8 FlashmediumGoogle63.5±5$1.5027314 s1M2026-09-022026-09-02
21GPT-5.4OpenAI63.4±6$5.63130126 s1.1M2026-03-052026-09-08
22Grok 4.5xAI63.4±4$3.005613 s500k2026-07-082026-09-08
23Claude Opus 4.6Anthropic63.1±4$10.00382.05 s1M2026-02-052026-09-08
24Muse Spark 1.2Meta62.6±7$2.0021924 s1.0M2026-08-052026-08-09
25GPT-5.3 CodexOpenAI62.4±9$4.8112665 s400k2026-02-052026-09-08
26Qwen3 6maxAlibaba62.0±3$2.925838 s256k2026-04-20
27Gemini 3 ProGoogle61.6±3$4.501.0M2025-11-182026-09-08
28GPT-5.2OpenAI61.5±4$4.8172138 s400k2025-12-112026-09-08
29Gemini 3 FlashthinkingGoogle61.5±3$1.132006.12 s1M2025-12-17
30Claude Sonnet 5Anthropic61.2±3$4.0079193 s1M2026-06-302026-09-05
31GLM-5.3-FlashZhipu AIopen ↗61.0±6$0.1197230 s1M2026-08-202026-09-08
32GPT-5.2 CodexOpenAI60.7±5$4.81256.74 s400k2025-12-182026-09-08
33Gemini 3.6 FlashGoogle60.7±6$1.5019016 s1.0M2026-07-212026-07-21
34GPT-5 ProOpenAI60.7±6$41.25400k2025-08-072025-11-13 · stale
35Grok 4.3mediumxAI60.7±6$1.5611312 s1M2026-04-17
36Kimi K2.6Moonshot AIopen ↗60.6±4$1.715289 s262k2026-04-202026-09-08
37Claude Opus 4.5thinkingAnthropic60.6±3$10.004618 s200k2025-11-242026-09-01
38Mimo v2 ProXiaomi60.5±4$3.001.0M2026-03-182026-09-08
39GPT-5.5 InstantOpenAI60.4±6$11.2513516 s400k2026-05-052026-09-02
40Claude Sonnet 4.6Anthropic60.3±3$6.00432.12 s1M2026-02-172026-09-08
41o3OpenAI60.3±3$3.501396.03 s200k2025-04-162026-09-02
42Deepseek v4 ProhighDeepSeek60.3±52026-04-242026-09-08
43GLM-5.1Zhipu AIopen ↗60.1±3$2.156066 s200k2026-04-072026-09-08
44DeepSeek V4 ProhighDeepSeekopen ↗60.0±3$0.5486632 s1M2026-04-242026-09-08
45GLM-5.3maxZhipu AIopen ↗59.9±3$2.156036 s1M2026-08-142026-09-08
46Qwen3.7 PlusAlibaba59.7±7$1.135638 s1M2026-06-022026-09-08
47GPT-5OpenAI59.5±4$3.447674 s400k2025-08-072026-09-02
48GPT-5.1OpenAI59.4±5$3.4410554 s400k2025-11-122026-09-08
49GPT-5.6 LunaxhighOpenAI59.3±4$0.45010660 s1M2026-07-092026-09-08
50DeepSeek V4 FlashhighDeepSeekopen ↗59.3±3$0.16811818 s1M2026-07-312026-09-08