Best AI model for game development

In game development, work within 60 Elo of the best model is available for 2× less: Claude Sonnet 5.5 at $4.03 per thousand tasks against $8.86 for Claude Opus 5.5.

112 models rated head to head in this category, not scored by a general benchmark and assumed to transfer. Playable mechanics built from a prompt: movement, collision, state and win conditions, compared head to head.

Highest ratedClaude Opus 5.51467 Elo · $8.86 / 1k tasks
Best valueClaude Sonnet 5.51458 Elo · $4.03 / 1k tasks

Nothing cheaper is as good

8 models are undominated here: for each, no cheaper model scores within 18 Elo. Everything else in the table below is beaten on both counts at once.

  1. 1Ministral 3 3B 2512954 Elo$0.085 / 1k131K context
  2. 2Solar Mini 41136 Elo$0.088 / 1k524K context
  3. 3Solar Pro 41176 Elo$0.164 / 1k524K context
  4. 4DeepSeek V4 Flash 04231202 Elo$0.170 / 1k1.05M contextfp4 on some hosts
  5. 5MiMo-V2.51250 Elo$0.183 / 1k1.05M context
  6. 6Claude Haiku 5.51307 Elo$0.215 / 1k1.00M context
  7. 7Muse Spark 1.31351 Elo$1.98 / 1k1.05M context
  8. 8Claude Sonnet 5.51458 Elo$4.03 / 1k1.00M context

Every model rated on game development

Elo measured in this category specifically. A model strong overall can sit well down this table, which is the whole reason for ranking by task.

#ModelElo$/1kContextHosts
1Claude Opus 5.51467$8.861.00M11
2Claude Sonnet 5.51458$4.031.00M8
3Claude Fable 5.11387$19.981.00M4
4GPT-6.1 Sol1375$4.431.05M8
5Kimi K31369$6.241.05M25
6Muse Spark 1.31351$1.981.05M1
7Claude Opus 51343$11.251.00M11
8Claude Fable 51341$20.521.00M6
9Gemini 3.7 Flash1326$1.541.05M6
10GLM 5.31319$1.931.05M41
11MiMo-V2.6-Pro1318$0.4721.05M4
12Gemini 3.8 Flash1312$1.541.05M6
13Muse Spark 1.21308$1.981.05M1
14Claude Haiku 5.51307$0.2151.00M10
15Grok 4.71305$3.40500K5
16Grok 4.61300$3.40500K6
17GPT-5.51299$12.901.05M7
18GLM 5.3 Flash1287$0.2301.05M32
19Claude Sonnet 51287$4.301.00M10
20Claude Opus 4.61283$10.261.00M6
21Muse Spark 1.11276$1.981.05M1
22GLM 5.21273$2.001.05M34
23Qwen3.7 Max1272$2.611.00M2
24Gemini 3.6 Flash1268$1.541.05M7
25Claude Opus 4.81268$11.251.00M11
26Gemini 3.5 Flash1268$3.531.05M7
27GLM 5.11268$2.11203K13
28Grok 4.51267$4.36500K4
29MiMo-V2.5-Pro1265$0.4971.05M6
30Qwen3.7 Plus1264$0.5841.00M2
31Claude Sonnet 4.61264$6.161.00M9
32Kimi K2.61256$1.52262K17
33GLM 5 Turbo1254$1.95203K1
34MiMo-V2.51250$0.1831.05M5
35GPT-5.41244$6.451.05M7
36GLM 51239$1.42203K8
37DeepSeek V4 Pro 04231234$1.681.05M15
38Claude Opus 4.51234$10.26200K6
39Mistral Large 41225$1.001.05M3
40Kimi K2.7 Code1224$1.75262K12
41GLM 5V Turbo1223$1.95203K1
42MiniMax M31218$0.5471.05M13
43Qwen3.6 Plus1217$0.9751.00M1
44MiniMax M2.71216$0.534197K6
45DeepSeek V4 Flash 07311214$0.2331.05M27
46Kimi K2.51212$1.22262K5
47Gemini 3.1 Pro Preview1208$4.701.05M6
48DeepSeek V4 Flash 04231202$0.1701.05M16
49GPT-5.21200$5.17400K4
50Grok 4.201198$2.172.00M4
51GLM 4.71194$0.980203K6
52GPT-51190$3.69400K3
53GPT-5.11184$3.69400K5
54MiniMax M2.51182$0.523197K9
55Grok 4.31180$2.171.00M4
56Claude Opus 4.11177$30.78200K1
57Solar Pro 41176$0.164524K2
58Gemini 3 Flash Preview1171$1.181.05M6
59Claude Sonnet 4.51171$6.161.00M7
60Inkling1169$1.81524K2
61GPT-5.3-Codex1167$5.17400K3
62Step 3.7 Flash1165$0.470262K2
63GLM 4.61156$0.954203K4
64DeepSeek V3.2 Exp1150$0.447164K1
65GLM 4.51150$1.03131K1
66Qwen3.5 397B A17B1146$1.49262K10
67Claude Sonnet 41144$6.16200K2
68GPT-5.1-Codex1143$3.69400K1
69Nemotron 3 Ultra1142$1.09203K4
70Hy31141$0.265262K5
71GLM 4.7 Flash1140$0.193128K3
72MiniMax M2.11140$0.706205K2
73DeepSeek V3.21137$0.504164K12
74Solar Mini 41136$0.088524K2
75DeepSeek V3.1 Terminus1136$0.672164K2
76GPT-5 Mini1135$0.738400K4
77MiniMax M21123$0.666205K2
78Gemini 2.5 Pro1117$3.691.05M7
79Qwen3.5 Plus 2026-02-151111$0.7801.00M1
80Qwen3 Coder 480B A35B1104$0.666262K3
81R1 05281103$1.18164K4
82Claude Haiku 4.51102$2.15200K8
83GLM 4.5 Air1099$0.343131K3
84GPT-5.1-Codex-Mini1098$0.742400K1
85DeepSeek V3.11089$0.808164K5
86Mistral Large 3 25121085$0.760262K2
87GPT-4.11085$3.721.05M3
88Trinity Large Thinking1084$0.403262K1
89Mistral Medium 3.11079$0.821131K3
90GPT-4.1 Mini1076$0.7441.05M3
91Gemini 2.5 Flash1071$0.9161.05M7
92DeepSeek V31059$0.634128K2
93GPT-5 Nano1050$0.148400K4
94Ministral 3 14B 25121043$0.170262K3
95o31040$3.72200K1
96Gemini 3.1 Flash Lite Preview1034$0.5881.05M3
97Mistral Medium 31023$0.821131K3
98o4 Mini1008$2.05200K1
99gpt-oss-120b997$0.285131K24
100Ministral 3 8B 2512996$0.128262K3
101Mercury 2991$0.363128K1
102Kimi K2 0711979$1.37131K1
103GPT-4.1 Nano976$0.1861.05M3
104Codestral 2508973$0.456256K2
105Qwen3 235B A22B Thinking 2507962$1.59128K1
106Qwen3 235B A22B Instruct 2507957$0.405262K7
107Ministral 3 3B 2512954$0.085131K3
108GPT-4o911$5.10128K2
109Qwen3 30B A3B904$0.29441K1
110Mistral Small 3.2 24B894$0.193128K4
111Llama 4 Maverick843$0.462524K4
112Llama 4 Scout778$0.393328K3

Other tasks

Elo comes from head-to-head build-offs via OpenRouter, compiled 12 October 2026 and refreshed daily. Cost is the median across every host serving each model, priced on 1,200 input and 300 output tokens with 60% cached. See the findings for method, or download the data.