Cheaper alternatives to GPT-4 Turbo

OpenAI LMArena 1271.8 $15.00/M on a balanced workload prices as of 2026-08-28

69 models are both better and cheaper, giving up nothing.

Of the 133 models carrying both an independent score and a published price at the same delivery mode, 117 score at least as high as GPT-4 Turbo and cost no more under at least one workload. 69 match or beat it on every capability we hold — context, maximum output, input modes, tool use and extended reasoning. 48 do not, and every row names what it drops.

Dominance is not a property of a model. It is a property of a model, a capability lens and a workload, and all three are named on every row. Scores are LMArena Elo, used under CC BY 4.0 from the official dataset; prices are blended per million tokens. A higher score is not a drop-in replacement.

This page is built from that comparison and nothing else. When no model is both better and cheaper than GPT-4 Turbo, it is not generated.

Where it holds

WorkloadGPT-4 Turbo $/MBetter and cheaperWith a trade
Balanced$15.006848
Summarise$11.006948
Chat$18.006848
Code gen$22.006848
Agentic$13.006948

Workload mixes are defined on the methodology page. Cached input is priced at the cached rate, and reasoning tokens at the worse of the reasoning and output rates.

What you would be replacing

Intelligence1271.8
Context window128K
Max output4K
Input modestext, image
Tool useyes
Extended reasoningno

A replacement has to clear every line above, not just the score. Full record for GPT-4 Turbo.

Better and cheaper, nothing given up 69

Each of these matches or beats GPT-4 Turbo on context, maximum output, input modes, tool use and reasoning, scores at least as high, and costs no more.

#ModelIntelligence$/MHolds under
1Claude Opus 5 Anthropic1504.2 +232.4$10.00
  • Balanced −33%
  • Summarise −57%
  • Chat −35%
  • Code gen −24%
  • Agentic −59%
2Claude Opus 4.6 Anthropic1502.7 +230.9$10.00
  • Balanced −33%
  • Summarise −57%
  • Chat −35%
  • Code gen −24%
  • Agentic −59%
3Gemini 3.7 Flash Google1490.2 +218.4$0.750
  • Balanced −95%
  • Summarise −97%
  • Chat −95%
  • Code gen −94%
  • Agentic −97%
4Claude Opus 4.7 Anthropic1490.1 +218.3$10.00
  • Balanced −33%
  • Summarise −57%
  • Chat −35%
  • Code gen −24%
  • Agentic −59%
5Gemini 3.5 Flash Google1482.6 +210.8$3.38
  • Balanced −78%
  • Summarise −86%
  • Chat −77%
  • Code gen −73%
  • Agentic −86%
6Qwen3.8 Max Qwen1481.9 +210.1$3.00
  • Balanced −80%
  • Summarise −85%
  • Chat −83%
  • Code gen −81%
  • Agentic −88%
7Muse Spark 1.1 Meta1478.3 +206.5$2.00
  • Balanced −87%
  • Summarise −90%
  • Chat −88%
  • Code gen −87%
  • Agentic −92%
8Gemini 3.1 Pro Preview Google1479.5 +207.7$4.50
  • Balanced −70%
  • Summarise −82%
  • Chat −70%
  • Code gen −64%
  • Agentic −81%
9Gemini 3.6 Flash Google1476.5 +204.7$1.50
  • Balanced −90%
  • Summarise −94%
  • Chat −90%
  • Code gen −89%
  • Agentic −94%
10Kimi K3 Moonshot AI1476.3 +204.5$6.00
  • Balanced −60%
  • Summarise −74%
  • Chat −61%
  • Code gen −55%
  • Agentic −75%
11GPT-5.4 OpenAI1469.6 +197.8$5.63
  • Balanced −63%
  • Summarise −77%
  • Chat −62%
  • Code gen −55%
  • Agentic −77%
12GPT-5.5 OpenAI1470.9 +199.1$11.25
  • Balanced −25%
  • Summarise −55%
  • Chat −24%
  • Code gen −11%
  • Agentic −53%
13Qwen3.7 Plus Qwen1456.2 +184.4$0.560
  • Balanced −96%
  • Summarise −97%
  • Chat −97%
  • Code gen −96%
  • Agentic −98%
14Gemini 2.5 Pro Google1457.3 +185.5$3.44
  • Balanced −77%
  • Summarise −88%
  • Chat −75%
  • Code gen −71%
  • Agentic −85%
15Claude Opus 4.8 Anthropic1460.9 +189.1$10.00
  • Balanced −33%
  • Summarise −57%
  • Chat −35%
  • Code gen −24%
  • Agentic −59%
16Kimi K2.6 Moonshot AI1455 +183.2$1.71
  • Balanced −89%
  • Summarise −92%
  • Chat −89%
  • Code gen −88%
  • Agentic −93%
17Claude Sonnet 4.6 Anthropic1457.6 +185.8$6.00
  • Balanced −60%
  • Summarise −74%
  • Chat −61%
  • Code gen −55%
  • Agentic −75%
18GPT-5.6 Sol OpenAI1454.2 +182.4$4.00
  • Balanced −73%
  • Summarise −83%
  • Chat −74%
  • Code gen −70%
  • Agentic −84%
19Grok 4.5 xAI1452.3 +180.5$3.00
  • Balanced −80%
  • Summarise −84%
  • Chat −83%
  • Code gen −81%
  • Agentic −88%
20Kimi K2.5 Moonshot AI1445.2 +173.4$0.900
  • Balanced −94%
  • Summarise −96%
  • Chat −94%
  • Code gen −93%
  • Agentic −96%
21Claude Opus 4.5 Anthropic1449.8 +178$10.00
  • Balanced −33%
  • Summarise −57%
  • Chat −35%
  • Code gen −24%
  • Agentic −59%
22GPT-5.6 Terra OpenAI1446 +174.2$4.50
  • Balanced −70%
  • Summarise −82%
  • Chat −70%
  • Code gen −64%
  • Agentic −81%
23Grok 4.6 xAI1443.7 +171.9$3.00
  • Balanced −80%
  • Summarise −84%
  • Chat −83%
  • Code gen −81%
  • Agentic −87%
24Gemma 4 31B Google1441.7 +169.9$0.152
  • Balanced −99%
  • Summarise −99%
  • Chat −99%
  • Code gen −99%
  • Agentic −99%
25Qwen3.8 27B Qwen1440.8 +169$0.956
  • Balanced −94%
  • Summarise −96%
  • Chat −93%
  • Code gen −92%
  • Agentic −96%
26Claude Sonnet 5 Anthropic1442.3 +170.5$4.00
  • Balanced −73%
  • Summarise −83%
  • Chat −74%
  • Code gen −70%
  • Agentic −84%
27GPT-5.1 OpenAI1441.4 +169.6$3.44
  • Balanced −77%
  • Summarise −88%
  • Chat −75%
  • Code gen −71%
  • Agentic −85%
28Inkling Thinking Machines1439.2 +167.4$1.73
  • Balanced −89%
  • Summarise −92%
  • Chat −89%
  • Code gen −88%
  • Agentic −93%
29Qwen3.5 397B A17B Qwen1438.3 +166.5$0.877
  • Balanced −94%
  • Summarise −96%
  • Chat −94%
  • Code gen −93%
  • Agentic −95%
30Qwen3.6 Plus Qwen1436.8 +165$0.731
  • Balanced −95%
  • Summarise −96%
  • Chat −95%
  • Code gen −94%
  • Agentic −96%
31Gemini 3.5 Flash Lite Google1436.5 +164.7$0.850
  • Balanced −94%
  • Summarise −97%
  • Chat −94%
  • Code gen −93%
  • Agentic −96%
32GLM 5V Turbo Z.ai1436.8 +165$1.90
  • Balanced −87%
  • Summarise −90%
  • Chat −89%
  • Code gen −87%
  • Agentic −92%
33Gemma 4 26B A4B Google1434.6 +162.8$0.138
  • Balanced −99%
  • Summarise −99%
  • Chat −99%
  • Code gen −99%
  • Agentic −99%
34MiniMax M3 MiniMax1434.8 +163$0.525
  • Balanced −97%
  • Summarise −97%
  • Chat −97%
  • Code gen −96%
  • Agentic −98%
35Claude Sonnet 4.5 Anthropic1438 +166.2$6.00
  • Balanced −60%
  • Summarise −74%
  • Chat −61%
  • Code gen −55%
  • Agentic −75%
36GPT-5.6 Luna OpenAI1428.5 +156.7$0.450
  • Balanced −97%
  • Summarise −98%
  • Chat −97%
  • Code gen −96%
  • Agentic −98%
37MiMo-V2.5 Xiaomi1427.3 +155.5$0.175
  • Balanced −99%
  • Summarise −99%
  • Chat −99%
  • Code gen −99%
  • Agentic −99%
38Qwen3 VL 235B A22B Instruct Qwen1420.9 +149.1$0.632
  • Balanced −96%
  • Summarise −98%
  • Chat −95%
  • Code gen −94%
  • Agentic −97%
39Mistral Medium 3.5 Mistral1420.9 +149.1$3.00
  • Balanced −80%
  • Summarise −84%
  • Chat −78%
  • Code gen −77%
  • Agentic −82%
40Qwen3.5-122B-A10B Qwen1417.9 +146.1$0.715
  • Balanced −95%
  • Summarise −97%
  • Chat −95%
  • Code gen −94%
  • Agentic −96%
41Gemini 2.5 Flash Google1417.3 +145.5$0.850
  • Balanced −94%
  • Summarise −97%
  • Chat −94%
  • Code gen −93%
  • Agentic −96%
42Gemini 3.1 Flash Lite Preview Google1414.8 +143$0.563
  • Balanced −96%
  • Summarise −98%
  • Chat −96%
  • Code gen −96%
  • Agentic −98%
43GPT-5.2 OpenAI1416.5 +144.7$4.81
  • Balanced −68%
  • Summarise −83%
  • Chat −66%
  • Code gen −59%
  • Agentic −80%
44Inkling Small Thinking Machines1411.7 +139.9$0.637
  • Balanced −96%
  • Summarise −96%
  • Chat −96%
  • Code gen −96%
  • Agentic −97%
45GPT-5.4 Mini OpenAI1412.1 +140.3$1.69
  • Balanced −89%
  • Summarise −93%
  • Chat −89%
  • Code gen −87%
  • Agentic −93%
46Qwen3.5-27B Qwen1407.9 +136.1$0.536
  • Balanced −96%
  • Summarise −98%
  • Chat −96%
  • Code gen −95%
  • Agentic −97%
47o3 OpenAI1409.2 +137.4$3.50
  • Balanced −77%
  • Summarise −83%
  • Chat −78%
  • Code gen −75%
  • Agentic −85%
48GPT-5 OpenAI1405.6 +133.8$3.44
  • Balanced −77%
  • Summarise −88%
  • Chat −75%
  • Code gen −71%
  • Agentic −85%
49Qwen3 VL 235B A22B Thinking Qwen1400.6 +128.8$1.30
  • Balanced −91%
  • Summarise −95%
  • Chat −90%
  • Code gen −88%
  • Agentic −93%
50Qwen3.5-Flash Qwen1397.6 +125.8$0.114
  • Balanced −99%
  • Summarise −99%
  • Chat −99%
  • Code gen −99%
  • Agentic −99%
51Grok 4.3 xAI1397.5 +125.7$1.56
  • Balanced −90%
  • Summarise −91%
  • Chat −92%
  • Code gen −91%
  • Agentic −94%
52Qwen3.5-35B-A3B Qwen1395.6 +123.8$0.500
  • Balanced −97%
  • Summarise −97%
  • Chat −96%
  • Code gen −96%
  • Agentic −97%
53Claude Haiku 4.5 Anthropic1394.9 +123.1$2.00
  • Balanced −87%
  • Summarise −91%
  • Chat −87%
  • Code gen −85%
  • Agentic −92%
54GPT-4.1 OpenAI1382.3 +110.5$3.50
  • Balanced −77%
  • Summarise −83%
  • Chat −78%
  • Code gen −75%
  • Agentic −85%
55GLM 4.6V Z.ai1374.7 +102.9$0.450
  • Balanced −97%
  • Summarise −98%
  • Chat −97%
  • Code gen −97%
  • Agentic −98%
56GPT-5 Mini OpenAI1373.4 +101.6$0.688
  • Balanced −95%
  • Summarise −98%
  • Chat −95%
  • Code gen −94%
  • Agentic −97%
57GPT-5.4 Nano OpenAI1372.8 +101$0.463
  • Balanced −97%
  • Summarise −98%
  • Chat −97%
  • Code gen −96%
  • Agentic −98%
58Nova 2 Lite Amazon1362.2 +90.4$0.850
  • Balanced −94%
  • Summarise −96%
  • Chat −93%
  • Code gen −93%
  • Agentic −95%
59Gemma 3 27B Google1358.3 +86.5$0.172
  • Balanced −99%
  • Summarise −99%
  • Chat −99%
  • Code gen −99%
  • Agentic −99%
60o4 Mini OpenAI1352.5 +80.7$1.93
  • Balanced −87%
  • Summarise −91%
  • Chat −88%
  • Code gen −86%
  • Agentic −92%
61GPT-4.1 Mini OpenAI1340.5 +68.7$0.700
  • Balanced −95%
  • Summarise −97%
  • Chat −96%
  • Code gen −95%
  • Agentic −97%
62Claude Sonnet 4 Anthropic1338.2 +66.4$6.00
  • Balanced −60%
  • Summarise −74%
  • Chat −61%
  • Code gen −55%
  • Agentic −75%
63Gemma 3 12B Google1334.2 +62.4$0.075
  • Balanced over 99% less
  • Summarise over 99% less
  • Chat over 99% less
  • Code gen over 99% less
  • Agentic over 99% less
64GPT-5 Nano OpenAI1320.3 +48.5$0.138
  • Balanced −99%
  • Summarise over 99% less
  • Chat −99%
  • Code gen −99%
  • Agentic −99%
65GPT-4o (2024-05-13) OpenAI1300.6 +28.8$7.50
  • Balanced −50%
  • Summarise −50%
  • Chat −50%
  • Code gen −50%
  • Agentic −50%
66GPT-4o-mini (2024-07-18) OpenAI1286.6 +14.8$0.263
  • Balanced −98%
  • Summarise −99%
  • Chat −98%
  • Code gen −98%
  • Agentic −99%
67GPT-4.1 Nano OpenAI1284.8 +13$0.175
  • Balanced −99%
  • Summarise −99%
  • Chat −99%
  • Code gen −99%
  • Agentic −99%
68GPT-4o (2024-08-06) OpenAI1282.7 +10.9$4.38
  • Balanced −71%
  • Summarise −77%
  • Chat −72%
  • Code gen −69%
  • Agentic −78%
69Claude Fable 5 Anthropic1494.7 +222.9$9.44 summarise
  • Summarise −14%
  • Agentic −18%

Cheaper and higher-scoring, but you give something up 48

These score at least as high and cost no more on the two plotted axes, and lose something that is not on them. Read the last column before switching.

ModelIntelligence$/MHolds underWhat you give up
GLM 5.3 Z.ai1476.9 +205.1$2.15
  • Balanced −86%
  • Summarise −89%
  • Chat −87%
  • Code gen −86%
  • Agentic −91%
  • no image input
MiMo-V2.5-Pro Xiaomi1465 +193.2$0.544
  • Balanced −96%
  • Summarise −97%
  • Chat −97%
  • Code gen −97%
  • Agentic −98%
  • no image input
GLM 5.2 Z.ai1465.4 +193.6$1.83
  • Balanced −88%
  • Summarise −91%
  • Chat −89%
  • Code gen −88%
  • Agentic −92%
  • no image input
GLM 5.1 Z.ai1464.1 +192.3$1.94
  • Balanced −87%
  • Summarise −90%
  • Chat −89%
  • Code gen −87%
  • Agentic −92%
  • no image input
Qwen3.6 Max Preview Qwen1446.3 +174.5$2.31
  • Balanced −85%
  • Summarise −88%
  • Chat −83%
  • Code gen −81%
  • Agentic −86%
  • no image input
GLM 5 Z.ai1445.2 +173.4$0.930
  • Balanced −94%
  • Summarise −95%
  • Chat −95%
  • Code gen −94%
  • Agentic −96%
  • no image input
Hy3 Tencent1441.2 +169.4$0.144
  • Balanced −99%
  • Summarise −99%
  • Chat −99%
  • Code gen −99%
  • Agentic −99%
  • no image input
GLM 4.6 Z.ai1439.8 +168$0.875
  • Balanced −94%
  • Summarise −96%
  • Chat −95%
  • Code gen −94%
  • Agentic −96%
  • no image input
DeepSeek V4 Pro 0423 DeepSeek1439.2 +167.4$1.09
  • Balanced −93%
  • Summarise −94%
  • Chat −95%
  • Code gen −94%
  • Agentic −96%
  • no image input
GLM 4.7 Z.ai1435.3 +163.5$0.738
  • Balanced −95%
  • Summarise −97%
  • Chat −95%
  • Code gen −95%
  • Agentic −97%
  • no image input
DeepSeek V4 Flash 0423 DeepSeek1431.6 +159.8$0.101
  • Balanced −99%
  • Summarise −99%
  • Chat −99%
  • Code gen −99%
  • Agentic over 99% less
  • no image input
GLM 4.5 Z.ai1429.4 +157.6$1.00
  • Balanced −93%
  • Summarise −95%
  • Chat −94%
  • Code gen −93%
  • Agentic −96%
  • no image input
R1 0528 DeepSeek1427.9 +156.1$0.912
  • Balanced −94%
  • Summarise −95%
  • Chat −94%
  • Code gen −93%
  • Agentic −95%
  • no image input
DeepSeek V3.2 DeepSeek1424.6 +152.8$0.290
  • Balanced −98%
  • Summarise −98%
  • Chat −99%
  • Code gen −99%
  • Agentic −98%
  • no image input
DeepSeek V3.2 Exp DeepSeek1424.4 +152.6$0.305
  • Balanced −98%
  • Summarise −97%
  • Chat −98%
  • Code gen −98%
  • Agentic −98%
  • no image input
DeepSeek V3.1 Terminus DeepSeek1419.6 +147.8$0.453
  • Balanced −97%
  • Summarise −98%
  • Chat −97%
  • Code gen −97%
  • Agentic −98%
  • no image input
Qwen3 235B A22B Instruct 2507 Qwen1419.3 +147.5$0.205
  • Balanced −99%
  • Summarise −99%
  • Chat −98%
  • Code gen −98%
  • Agentic −99%
  • no image input
DeepSeek V3.1 DeepSeek1419.1 +147.3$0.825
  • Balanced −95%
  • Summarise −95%
  • Chat −95%
  • Code gen −95%
  • Agentic −95%
  • no image input
Qwen3 Next 80B A3B Instruct Qwen1418.6 +146.8$0.350
  • Balanced −98%
  • Summarise −99%
  • Chat −97%
  • Code gen −97%
  • Agentic −98%
  • no image input
Qwen3 235B A22B Thinking 2507 Qwen1413.8 +142$0.748
  • Balanced −95%
  • Summarise −97%
  • Chat −94%
  • Code gen −93%
  • Agentic −96%
  • no image input
Qwen3 Max Qwen1412.7 +140.9$1.56
  • Balanced −90%
  • Summarise −93%
  • Chat −90%
  • Code gen −88%
  • Agentic −93%
  • no image input
MiniMax M2.7 MiniMax1405.3 +133.5$0.525
  • Balanced −97%
  • Summarise −97%
  • Chat −97%
  • Code gen −96%
  • Agentic −98%
  • no image input
Step 3.5 Flash StepFun1403.8 +132$0.150
  • Balanced −99%
  • Summarise −99%
  • Chat −99%
  • Code gen −99%
  • Agentic −99%
  • no image input
Qwen3 30B A3B Instruct 2507 Qwen1384.3 +112.5$0.084
  • Balanced −99%
  • Summarise −99%
  • Chat −99%
  • Code gen −99%
  • Agentic −99%
  • no image input
GLM 4.5 Air Z.ai1382.8 +111$0.310
  • Balanced −98%
  • Summarise −99%
  • Chat −98%
  • Code gen −97%
  • Agentic −99%
  • no image input
Solar Pro 4 Upstage1376.2 +104.4$0.052
  • Balanced over 99% less
  • Summarise over 99% less
  • Chat over 99% less
  • Code gen over 99% less
  • Agentic over 99% less
  • no image input
DeepSeek V3 0324 DeepSeek1375 +103.2$0.438
  • Balanced −97%
  • Summarise −97%
  • Chat −97%
  • Code gen −97%
  • Agentic −97%
  • no image input
R1 DeepSeek1372.7 +100.9$1.15
  • Balanced −92%
  • Summarise −93%
  • Chat −92%
  • Code gen −92%
  • Agentic −93%
  • 128K → 64K context
  • no image input
Qwen3 Next 80B A3B Thinking Qwen1367.5 +95.7$0.412
  • Balanced −97%
  • Summarise −98%
  • Chat −97%
  • Code gen −96%
  • Agentic −98%
  • no image input
gpt-oss-120b OpenAI1365.6 +93.8$0.070
  • Balanced over 99% less
  • Summarise over 99% less
  • Chat −99%
  • Code gen −99%
  • Agentic over 99% less
  • no image input
Qwen3 235B A22B Qwen1366 +94.2$0.796
  • Balanced −95%
  • Summarise −95%
  • Chat −94%
  • Code gen −94%
  • Agentic −95%
  • no image input
MiniMax M2.5 MiniMax1359 +87.2$0.472
  • Balanced −97%
  • Summarise −98%
  • Chat −97%
  • Code gen −97%
  • Agentic −98%
  • no image input
Mercury 2 Inception1357.8 +86$0.375
  • Balanced −98%
  • Summarise −98%
  • Chat −98%
  • Code gen −98%
  • Agentic −99%
  • no image input
GLM 4.7 Flash Z.ai1352.9 +81.1$0.145
  • Balanced −99%
  • Summarise −99%
  • Chat −99%
  • Code gen −99%
  • Agentic −99%
  • no image input
MiniMax M2 MiniMax1342.1 +70.3$0.446
  • Balanced −97%
  • Summarise −97%
  • Chat −97%
  • Code gen −97%
  • Agentic −97%
  • no image input
Trinity Large Thinking Arcee1341.9 +70.1$0.378
  • Balanced −97%
  • Summarise −98%
  • Chat −98%
  • Code gen −97%
  • Agentic −98%
  • no image input
MiniMax M1 MiniMax1341.9 +70.1$0.963
  • Balanced −94%
  • Summarise −94%
  • Chat −93%
  • Code gen −93%
  • Agentic −94%
  • no image input
Qwen3 32B Qwen1340.1 +68.3$0.130
  • Balanced −99%
  • Summarise −99%
  • Chat −99%
  • Code gen −99%
  • Agentic −99%
  • no image input
o3 Mini High OpenAI1336.6 +64.8$1.93
  • Balanced −87%
  • Summarise −90%
  • Chat −87%
  • Code gen −86%
  • Agentic −90%
  • no image input
GLM 4.5V Z.ai1333.6 +61.8$0.900
  • Balanced −94%
  • Summarise −95%
  • Chat −95%
  • Code gen −94%
  • Agentic −96%
  • 128K → 66K context
DeepSeek V3 DeepSeek1332.6 +60.8$0.450
  • Balanced −97%
  • Summarise −97%
  • Chat −97%
  • Code gen −97%
  • Agentic −97%
  • no image input
o3 Mini OpenAI1319.2 +47.4$1.93
  • Balanced −87%
  • Summarise −90%
  • Chat −87%
  • Code gen −86%
  • Agentic −90%
  • no image input
Qwen3 30B A3B Qwen1316.9 +45.1$0.215
  • Balanced −99%
  • Summarise −99%
  • Chat −98%
  • Code gen −98%
  • Agentic −99%
  • no image input
Olmo 3 32B Think Allen AI1298.5 +26.7$0.237
  • Balanced −98%
  • Summarise −98%
  • Chat −98%
  • Code gen −98%
  • Agentic −98%
  • 128K → 66K context
  • no image input
  • no tool use
Granite 4.1 8B IBM1291.6 +19.8$0.063
  • Balanced over 99% less
  • Summarise over 99% less
  • Chat over 99% less
  • Code gen over 99% less
  • Agentic over 99% less
  • no image input
Gemma 3 4B Google1290.8 +19$0.063
  • Balanced over 99% less
  • Summarise over 99% less
  • Chat over 99% less
  • Code gen over 99% less
  • Agentic over 99% less
  • no tool use
gpt-oss-20b OpenAI1287.8 +16$0.055
  • Balanced over 99% less
  • Summarise over 99% less
  • Chat over 99% less
  • Code gen over 99% less
  • Agentic over 99% less
  • no image input
Llama 3.3 70B Instruct Meta1274.9 tie$0.710
  • Balanced −95%
  • Summarise −94%
  • Chat −96%
  • Code gen −97%
  • Agentic −95%
  • no image input

What this compares, and what it leaves out

  • Quality is LMArena Elo, used under CC BY 4.0 from the official dataset. The 95% confidence interval on a difference between two scores is about ±10.68 points, so a gap smaller than that is marked tie rather than an improvement — see significance bands.
  • 188 further models at this delivery mode carry a price but no independent score. They are absent from the comparison in both directions — unrated is not a zero, and an unmeasured model is neither an alternative nor a worse buy.
  • Retired models are never offered as an alternative, and a model only competes against its own delivery mode: batch trades latency for price, so it is not a like-for-like swap.
  • Nothing here measures latency, throughput, rate limits or how a model behaves on your prompts. Two models with the same index score are not interchangeable.
  • The models that nothing beats on both axes are on the value frontier, and every other model something cheaper beats is listed here.