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👨‍💻 Coding Assistant frontier

As of October 25, 2026, the highest Coding Assistant score on this frontier is Gemini 4 Argon at 98.2, with an estimated monthly cost of $69.00.

A pair-programming assistant for IDE / agent loops. Heavy on coding benchmarks, with a real-world agentic component (SWE-bench) and some weight on cost since coding loops burn tokens. A small slice goes to the recovery-rate reliability axis because real-world agent loops live or die on whether the model self-corrects.

The y axis is this scenario's weighted score; the x axis starts at estimated monthly cost for 200 requests a day. Switch axes to compare against speed, latency or context. See the full ranking.

On the frontier

Models on the Pareto frontier, highest score first
ModelScoreEst. $/month
Gemini 4 ArgonGoogle98.2$69
MiMo-V2.6-ProXiaomi (MiMo)90.5$18
MiMo-V2.5-ProXiaomi (MiMo)83.1$13
DeepSeek V4.1 FlashDeepSeek80.1$9
MiMo-V2.6-FlashXiaomi (MiMo)79.7$6
DeepSeek V4 Flash 0731DeepSeek73.4$3
Qwen3.7 FlashAlibaba (Qwen)53.2$2
gpt-oss-20bOpenAI37.2$1