{ "slug": "ai-coding-models-statistics-2026", "title": "AI Coding Models Statistics 2026: The Real Cost per Task", "compiled": "2026-04-25", "rewritten": "2026-10-01", "verified": "2026-10-01", "compiler": "Vincent Forat / Preuve AI", "verification_method": "Model and agent figures come from Artificial Analysis public pages read on 2026-10-01 (Intelligence Index v4.3.2 and Coding Agent Index v1.5), spot-checked against individual model pages. Other figures were re-read on their publisher page on 2026-10-01; figures that could not be re-confirmed were cut.", "datasets": { "intelligence_index": { "source": { "name": "Artificial Analysis Intelligence Index v4.3.2 (10 evals: AA-Briefcase v1.1, GDPval-AA v2.1, AutomationBench-AA, Terminal-Bench 4.0, SciCode, HLE, GDP.pdf, CritPt, AA-Omniscience, AA-LCR v1.1)", "url": "https://artificialanalysis.ai/leaderboards/models", "model_page_example": "https://artificialanalysis.ai/models/claude-opus-5-5", "note": "cost_per_task = weighted average USD per Intelligence Index task at list API prices; snapshot via slopalytics.com bundle fetchedAt 2026-10-01T08:10Z, spot-checked equal on AA model page (Opus 5.5 max: 58, $5.98, 260M tokens)" }, "rows": [ { "model": "Claude Opus 5.5", "variant": "Claude Opus 5.5 (max with fallback)", "lab": "Anthropic", "released": "2026-09-22", "open_weights": false, "effort": "max", "intelligence_index": 57.6, "cost_per_task_usd": 5.982, "time_per_task_sec": 828, "output_tokens_per_task": 119166, "cost_full_index_run_usd": 8708, "output_tokens_full_run": 259888331, "input_price_per_m": 4, "output_price_per_m": 20, "context": 1000000, "output_speed_tps": 90 }, { "model": "Claude Opus 5.5", "variant": "Claude Opus 5.5 (xhigh with fallback)", "lab": "Anthropic", "released": "2026-09-22", "open_weights": false, "effort": "xhigh", "intelligence_index": 56, "cost_per_task_usd": 3.459, "time_per_task_sec": 515, "output_tokens_per_task": 65667, "cost_full_index_run_usd": 4057, "output_tokens_full_run": 99668308, "input_price_per_m": 4, "output_price_per_m": 20, "context": 1000000, "output_speed_tps": 77 }, { "model": "Claude Sonnet 5.5", "variant": "Claude Sonnet 5.5 (max with fallback)", "lab": "Anthropic", "released": "2026-09-28", "open_weights": false, "effort": "max", "intelligence_index": 56, "cost_per_task_usd": 7.621, "time_per_task_sec": 867, "output_tokens_per_task": 193527, "cost_full_index_run_usd": 9016, "output_tokens_full_run": 412092659, "input_price_per_m": 2, "output_price_per_m": 10, "context": 1000000, "output_speed_tps": 139 }, { "model": "Claude Opus 5.5", "variant": "Claude Opus 5.5 (high with fallback)", "lab": "Anthropic", "released": "2026-09-22", "open_weights": false, "effort": "high", "intelligence_index": 53.6, "cost_per_task_usd": 1.823, "time_per_task_sec": 301, "output_tokens_per_task": 35584, "cost_full_index_run_usd": 2172, "output_tokens_full_run": 52515439, "input_price_per_m": 4, "output_price_per_m": 20, "context": 1000000, "output_speed_tps": 73 }, { "model": "Claude Fable 5.1", "variant": "Claude Fable 5.1 (max with fallback)", "lab": "Anthropic", "released": "2026-09-01", "open_weights": false, "effort": "max", "intelligence_index": 53.4, "cost_per_task_usd": 7.63, "time_per_task_sec": 715, "output_tokens_per_task": 78111, "cost_full_index_run_usd": 13129, "output_tokens_full_run": 188465663, "input_price_per_m": 10, "output_price_per_m": 50, "context": 1000000, "output_speed_tps": 68 }, { "model": "Claude Fable 5.1", "variant": "Claude Fable 5.1 (xhigh with fallback)", "lab": "Anthropic", "released": "2026-09-01", "open_weights": false, "effort": "xhigh", "intelligence_index": 53.2, "cost_per_task_usd": 5.978, "time_per_task_sec": 631, "output_tokens_per_task": 60538, "cost_full_index_run_usd": 9063, "output_tokens_full_run": 120524006, "input_price_per_m": 10, "output_price_per_m": 50, "context": 1000000, "output_speed_tps": 59 }, { "model": "GPT-6 Astra", "variant": "GPT-6 Astra (max)", "lab": "OpenAI", "released": "2026-09-03", "open_weights": false, "effort": "max", "intelligence_index": 52.7, "cost_per_task_usd": 3.258, "time_per_task_sec": 528, "output_tokens_per_task": 27206, "cost_full_index_run_usd": 5324, "output_tokens_full_run": 60007725, "input_price_per_m": 10, "output_price_per_m": 50, "context": 1000000, "output_speed_tps": 51 }, { "model": "Gemini 4 Argon", "variant": "Gemini 4 Argon (high)", "lab": "Google", "released": "2026-09-30", "open_weights": false, "effort": "high", "intelligence_index": 52.6, "cost_per_task_usd": 1.99, "time_per_task_sec": null, "output_tokens_per_task": 61558, "cost_full_index_run_usd": 2407, "output_tokens_full_run": 112847057, "input_price_per_m": 2, "output_price_per_m": 10, "context": 1000000, "output_speed_tps": null }, { "model": "GPT-6 Astra", "variant": "GPT-6 Astra (xhigh)", "lab": "OpenAI", "released": "2026-09-03", "open_weights": false, "effort": "xhigh", "intelligence_index": 52.4, "cost_per_task_usd": 2.309, "time_per_task_sec": 360, "output_tokens_per_task": 16901, "cost_full_index_run_usd": 3803, "output_tokens_full_run": 37901142, "input_price_per_m": 10, "output_price_per_m": 50, "context": 1000000, "output_speed_tps": 47 }, { "model": "Claude Sonnet 5.5", "variant": "Claude Sonnet 5.5 (xhigh with fallback)", "lab": "Anthropic", "released": "2026-09-28", "open_weights": false, "effort": "xhigh", "intelligence_index": 51.9, "cost_per_task_usd": 2.743, "time_per_task_sec": 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"output_tokens_full_run": 160689317, "input_price_per_m": 0.25, "output_price_per_m": 0.8, "context": 512000, "output_speed_tps": 342 }, { "model": "North Mini Code", "variant": "North Mini Code", "lab": "Cohere", "released": "2026-06-09", "open_weights": true, "effort": "default", "intelligence_index": 9.9, "cost_per_task_usd": 0, "time_per_task_sec": 236, "output_tokens_per_task": 18355, "cost_full_index_run_usd": 0, "output_tokens_full_run": 81537442, "input_price_per_m": 0, "output_price_per_m": 0, "context": 256000, "output_speed_tps": 76 }, { "model": "Mistral Large 3", "variant": "Mistral Large 3", "lab": "Mistral", "released": "2025-12-02", "open_weights": true, "effort": "none", "intelligence_index": 9.3, "cost_per_task_usd": 0.031, "time_per_task_sec": 70, "output_tokens_per_task": 5566, "cost_full_index_run_usd": 46, "output_tokens_full_run": 9784489, "input_price_per_m": 0.5, "output_price_per_m": 1.5, "context": 256000, "output_speed_tps": 79 }, { "model": "Qwen3 Coder 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8161114, "input_price_per_m": 0.2, "output_price_per_m": 0.7, "context": 131072, "output_speed_tps": 1502 }, { "model": "Ministral 3 14B", "variant": "Ministral 3 14B", "lab": "Mistral", "released": "2025-12-02", "open_weights": true, "effort": "none", "intelligence_index": 6, "cost_per_task_usd": 0.019, "time_per_task_sec": 81, "output_tokens_per_task": 6017, "cost_full_index_run_usd": 38, "output_tokens_full_run": 14531784, "input_price_per_m": 0.2, "output_price_per_m": 0.2, "context": 256000, "output_speed_tps": 73 }, { "model": "Ministral 3 8B", "variant": "Ministral 3 8B", "lab": "Mistral", "released": "2025-12-02", "open_weights": true, "effort": "none", "intelligence_index": 5.5, "cost_per_task_usd": 0.011, "time_per_task_sec": 80, "output_tokens_per_task": 7896, "cost_full_index_run_usd": 27, "output_tokens_full_run": 19595409, "input_price_per_m": 0.15, "output_price_per_m": 0.15, "context": 256000, "output_speed_tps": 93 }, { "model": "Ministral 3 3B", "variant": "Ministral 3 3B", "lab": "Mistral", "released": "2025-12-02", "open_weights": true, "effort": "none", "intelligence_index": 4.8, "cost_per_task_usd": 0.008, "time_per_task_sec": 63, "output_tokens_per_task": 13088, "cost_full_index_run_usd": 12, "output_tokens_full_run": 26833240, "input_price_per_m": 0.1, "output_price_per_m": 0.1, "context": 256000, "output_speed_tps": 198 } ] }, "coding_agent_index": { "source": { "name": "Artificial Analysis Coding Agent Index v1.5 (DeepSWE v1.1 113 tasks by Datacurve, Terminal-Bench 4.0 66 tasks by Laude Institute, SWE-Atlas-QnA 124 tasks by Scale AI; pass@1 averaged over 3 attempts; equal weights)", "url": "https://artificialanalysis.ai/agents/coding-agents", "note": "cost_per_task = average pay-per-token API cost per task incl. cache pricing; many users pay via subscription instead. wall_time = agent wall time per task. Rows: all 31. Antigravity CLI + Gemini 4 Argon (high) is scored but flagged \"Not publicly available\" by AA on 1 Oct 2026 (field not_publicly_available)." }, "rows": [ { "label": "Claude Code - Sonnet 5.5 (max)", "unavailable": false, "coding_agent_index": 68.4, "cost_per_task_usd": 14.19, "wall_time_min": 87.4, "turns": 266, "output_tokens_k": 601, "cache_hit_rate": 0.95, "total_tokens_m": 27.7, "full_run_cost_usd": 4300, "cost_p50_usd": 12.35, "cost_p95_usd": 28.29, "evals": { "deep-swe-v1.1": 72, "swe-atlas-qna": 66.9, "terminal-bench-v4": 66.2 } }, { "label": "Claude Code - Opus 5.5 (max)", "unavailable": false, "coding_agent_index": 66, "cost_per_task_usd": 13.04, "wall_time_min": 64.5, "turns": 155, "output_tokens_k": 333, "cache_hit_rate": 0.95, "total_tokens_m": 15.6, "full_run_cost_usd": 3950, "cost_p50_usd": 11.48, "cost_p95_usd": 27.62, "evals": { "deep-swe-v1.1": 68.4, "swe-atlas-qna": 66.4, "terminal-bench-v4": 63.1 } }, { "label": "Antigravity CLI - Gemini 4 Argon (high)", "unavailable": true, "coding_agent_index": 63.8, "cost_per_task_usd": 5.84, "wall_time_min": 34.5, "turns": 149, "output_tokens_k": 112, "cache_hit_rate": 0.87, "total_tokens_m": 13.7, "full_run_cost_usd": 1765, "cost_p50_usd": 4.26, "cost_p95_usd": 15.24, "evals": { "deep-swe-v1.1": 78.8, "swe-atlas-qna": 56.5, "terminal-bench-v4": 56.1 }, "not_publicly_available": true }, { "label": "Codex - GPT-6.1 Sol (xhigh)", "unavailable": false, "coding_agent_index": 62.9, "cost_per_task_usd": 1.04, "wall_time_min": 15.5, "turns": 40, "output_tokens_k": 35, "cache_hit_rate": 0.93, "total_tokens_m": 3.2, "full_run_cost_usd": 313, "cost_p50_usd": 0.82, "cost_p95_usd": 2.16, "evals": { "deep-swe-v1.1": 73.2, "swe-atlas-qna": 61, "terminal-bench-v4": 54.5 } }, { "label": "Claude Code - Sonnet 5.5 (xhigh)", "unavailable": false, "coding_agent_index": 62.9, "cost_per_task_usd": 3.33, "wall_time_min": 27, "turns": 78, "output_tokens_k": 126, "cache_hit_rate": 0.96, "total_tokens_m": 7.1, "full_run_cost_usd": 1010, "cost_p50_usd": 2.81, "cost_p95_usd": 7.18, "evals": { "deep-swe-v1.1": 68.4, "swe-atlas-qna": 62.1, "terminal-bench-v4": 58.1 } }, { "label": "Claude Code - Fable 5.1 (max) (with fallback)", "unavailable": false, "coding_agent_index": 62.2, "cost_per_task_usd": 12.39, "wall_time_min": 34.8, "turns": 37, "output_tokens_k": 134, "cache_hit_rate": 0.92, "total_tokens_m": 5.7, "full_run_cost_usd": 3754, "cost_p50_usd": 11.04, "cost_p95_usd": 22.44, "evals": { "deep-swe-v1.1": 64.3, "swe-atlas-qna": 64.8, "terminal-bench-v4": 57.6 } }, { "label": "Devin Fusion CLI - 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GPT-6.1 Sol (max)", "unavailable": false, "coding_agent_index": 60.1, "cost_per_task_usd": 1.55, "wall_time_min": 24.4, "turns": 40, "output_tokens_k": 62, "cache_hit_rate": 0.93, "total_tokens_m": 4, "full_run_cost_usd": 469, "cost_p50_usd": 1.14, "cost_p95_usd": 3.74, "evals": { "deep-swe-v1.1": 69.6, "swe-atlas-qna": 57.8, "terminal-bench-v4": 53 } }, { "label": "Codex - GPT-6.1 Sol (high)", "unavailable": false, "coding_agent_index": 60.1, "cost_per_task_usd": 0.89, "wall_time_min": 13.3, "turns": 39, "output_tokens_k": 29, "cache_hit_rate": 0.93, "total_tokens_m": 2.8, "full_run_cost_usd": 268, "cost_p50_usd": 0.69, "cost_p95_usd": 2.1, "evals": { "deep-swe-v1.1": 70.5, "swe-atlas-qna": 59.9, "terminal-bench-v4": 50 } }, { "label": "Claude Code - Opus 5 (max)", "unavailable": false, "coding_agent_index": 59.7, "cost_per_task_usd": 10.79, "wall_time_min": 41.9, "turns": 152, "output_tokens_k": 137, "cache_hit_rate": 0.97, "total_tokens_m": 11.4, "full_run_cost_usd": 3269, "cost_p50_usd": 8.38, "cost_p95_usd": 24.31, "evals": { "deep-swe-v1.1": 62.5, "swe-atlas-qna": 62.1, "terminal-bench-v4": 54.5 } }, { "label": "Devin Fusion CLI - GPT-6 Astra XHigh + SWE-2 Medium", "unavailable": false, "coding_agent_index": 58.9, "cost_per_task_usd": 4.54, "wall_time_min": 24.7, "turns": 79, "output_tokens_k": 57, "cache_hit_rate": 0.92, "total_tokens_m": 6.1, "full_run_cost_usd": 1375, "cost_p50_usd": 3.66, "cost_p95_usd": 9.9, "evals": { "deep-swe-v1.1": 67.3, "swe-atlas-qna": 59.4, "terminal-bench-v4": 50 } }, { "label": "Codex - GPT-6.1 Sol (low)", "unavailable": false, "coding_agent_index": 57.2, "cost_per_task_usd": 0.5, "wall_time_min": 8.6, "turns": 36, "output_tokens_k": 15, "cache_hit_rate": 0.91, "total_tokens_m": 1.7, "full_run_cost_usd": 150, "cost_p50_usd": 0.3, "cost_p95_usd": 1.47, "evals": { "deep-swe-v1.1": 67.6, "swe-atlas-qna": 55.1, "terminal-bench-v4": 49 } }, { "label": "Codex - GPT-6 Sol (max)", "unavailable": false, "coding_agent_index": 56.7, "cost_per_task_usd": 2.99, "wall_time_min": 22.3, "turns": 87, "output_tokens_k": 62, "cache_hit_rate": 0.96, "total_tokens_m": 9.8, "full_run_cost_usd": 906, "cost_p50_usd": 2.08, "cost_p95_usd": 8.14, "evals": { "deep-swe-v1.1": 69, "swe-atlas-qna": 57.5, "terminal-bench-v4": 43.4 } }, { "label": "Grok Build - Grok 4.7 (xhigh)", "unavailable": false, "coding_agent_index": 56.3, "cost_per_task_usd": 8.82, "wall_time_min": 39.2, "turns": 163, "output_tokens_k": 123, "cache_hit_rate": 0.94, "total_tokens_m": 14.3, "full_run_cost_usd": 2672, "cost_p50_usd": 6.6, "cost_p95_usd": 18.24, "evals": { "deep-swe-v1.1": 72.6, "swe-atlas-qna": 62.9, "terminal-bench-v4": 33.3 } }, { "label": "Claude Code - Sonnet 5.5 (high)", "unavailable": false, "coding_agent_index": 55, "cost_per_task_usd": 1.24, "wall_time_min": 12.3, "turns": 37, "output_tokens_k": 41, "cache_hit_rate": 0.95, "total_tokens_m": 2.7, "full_run_cost_usd": 374, "cost_p50_usd": 0.84, "cost_p95_usd": 3.38, "evals": { "deep-swe-v1.1": 66.7, "swe-atlas-qna": 56.5, "terminal-bench-v4": 41.9 } }, { "label": "Codex - GPT-5.6 Sol (max)", "unavailable": false, "coding_agent_index": 54.6, "cost_per_task_usd": 6.35, "wall_time_min": 20.6, "turns": 116, "output_tokens_k": 49, "cache_hit_rate": 0.95, "total_tokens_m": 10.2, "full_run_cost_usd": 1925, "cost_p50_usd": 5.21, "cost_p95_usd": 14.9, "evals": { "deep-swe-v1.1": 72.3, "swe-atlas-qna": 54, "terminal-bench-v4": 37.4 } }, { "label": "Muse Code - Muse Spark 1.3 (max)", "unavailable": false, "coding_agent_index": 54.3, "cost_per_task_usd": 3.98, "wall_time_min": 18.4, "turns": 185, "output_tokens_k": 263, "cache_hit_rate": 0.97, "total_tokens_m": 16.7, "full_run_cost_usd": 1205, "cost_p50_usd": 2.07, "cost_p95_usd": 13.17, "evals": { "deep-swe-v1.1": 71.7, "swe-atlas-qna": 59.4, "terminal-bench-v4": 31.8 } }, { "label": "Opencode - GLM-5.3", "unavailable": false, "coding_agent_index": 53.6, "cost_per_task_usd": 4.24, "wall_time_min": 48.1, "turns": 107, "output_tokens_k": 74, "cache_hit_rate": 0.97, "total_tokens_m": 14.3, "full_run_cost_usd": 1285, "cost_p50_usd": 2.99, "cost_p95_usd": 10.92, "evals": { "deep-swe-v1.1": 61.4, "swe-atlas-qna": 59.4, "terminal-bench-v4": 39.9 } }, { "label": "Kimi Code CLI - Kimi K3", "unavailable": false, "coding_agent_index": 51.9, "cost_per_task_usd": 5.05, "wall_time_min": 61.5, "turns": 173, "output_tokens_k": 93, "cache_hit_rate": 0.95, "total_tokens_m": 8.5, "full_run_cost_usd": 1529, "cost_p50_usd": 4.01, "cost_p95_usd": 11.1, "evals": { "deep-swe-v1.1": 68.4, "swe-atlas-qna": 66.1, "terminal-bench-v4": 21.2 } }, { "label": "Muse Code - Muse Spark 1.3 (xhigh)", "unavailable": false, "coding_agent_index": 48.3, "cost_per_task_usd": 3.47, "wall_time_min": 18.3, "turns": 187, "output_tokens_k": 146, "cache_hit_rate": 0.97, "total_tokens_m": 16.2, "full_run_cost_usd": 1051, "cost_p50_usd": 1.68, "cost_p95_usd": 11.81, "evals": { "deep-swe-v1.1": 73.2, "swe-atlas-qna": 54.6, "terminal-bench-v4": 17.2 } }, { "label": "Grok Build - Grok 4.6 (xhigh)", "unavailable": false, "coding_agent_index": 47, "cost_per_task_usd": 3.57, "wall_time_min": 19.5, "turns": 112, "output_tokens_k": 56, "cache_hit_rate": 0.91, "total_tokens_m": 5.5, "full_run_cost_usd": 1082, "cost_p50_usd": 2.78, "cost_p95_usd": 7.46, "evals": { "deep-swe-v1.1": 64.9, "swe-atlas-qna": 58.3, "terminal-bench-v4": 17.7 } }, { "label": "Claude Code - Sonnet 5.5 (medium)", "unavailable": false, "coding_agent_index": 45.9, "cost_per_task_usd": 0.62, "wall_time_min": 8.5, "turns": 22, "output_tokens_k": 21, "cache_hit_rate": 0.93, "total_tokens_m": 1.3, "full_run_cost_usd": 187, "cost_p50_usd": 0.41, "cost_p95_usd": 2.06, "evals": { "deep-swe-v1.1": 65.5, "swe-atlas-qna": 44.9, "terminal-bench-v4": 27.3 } }, { "label": "Claude Code - Qwen3.8 Max", "unavailable": false, "coding_agent_index": 43.3, "cost_per_task_usd": 3.48, "wall_time_min": 63.1, "turns": 110, "output_tokens_k": 106, "cache_hit_rate": 0.95, "total_tokens_m": 8.7, "full_run_cost_usd": 1048, "cost_p50_usd": 2.84, "cost_p95_usd": 7.3, "evals": { "deep-swe-v1.1": 51, "swe-atlas-qna": 62.1, "terminal-bench-v4": 16.7 } }, { "label": "Codex - GPT-5.6 Luna (max)", "unavailable": false, "coding_agent_index": 43.2, "cost_per_task_usd": 0.44, "wall_time_min": 23.5, "turns": 122, "output_tokens_k": 71, "cache_hit_rate": 0.97, "total_tokens_m": 14.9, "full_run_cost_usd": 133, "cost_p50_usd": 0.3, "cost_p95_usd": 1.25, "evals": { "deep-swe-v1.1": 66.4, "swe-atlas-qna": 48.7, "terminal-bench-v4": 14.6 } }, { "label": "Codex - DeepSeek V4 Pro 0813 (max)", "unavailable": false, "coding_agent_index": 43.1, "cost_per_task_usd": 0.24, "wall_time_min": 40.3, "turns": 138, "output_tokens_k": 116, "cache_hit_rate": 0.99, "total_tokens_m": 24.2, "full_run_cost_usd": 72, "cost_p50_usd": 0.2, "cost_p95_usd": 0.48, "evals": { "deep-swe-v1.1": 57.2, "swe-atlas-qna": 61.8, "terminal-bench-v4": 10.1 } }, { "label": "Claude Code - Sonnet 5.5 (low)", "unavailable": false, "coding_agent_index": 42.1, "cost_per_task_usd": 0.48, "wall_time_min": 6.3, "turns": 19, "output_tokens_k": 16, "cache_hit_rate": 0.93, "total_tokens_m": 1, "full_run_cost_usd": 146, "cost_p50_usd": 0.28, "cost_p95_usd": 1.63, "evals": { "deep-swe-v1.1": 61.9, "swe-atlas-qna": 39, "terminal-bench-v4": 25.3 } }, { "label": "Antigravity SDK - Gemini 3.8 Flash (high)", "unavailable": false, "coding_agent_index": 41.9, "cost_per_task_usd": 2.47, "wall_time_min": 11.7, "turns": 188, "output_tokens_k": 116, "cache_hit_rate": 0.87, "total_tokens_m": 13.5, "full_run_cost_usd": 748, "cost_p50_usd": 2.12, "cost_p95_usd": 4.85, "evals": { "deep-swe-v1.1": 65.8, "swe-atlas-qna": 45.2, "terminal-bench-v4": 14.6 } }, { "label": "Codex - GPT-6 Luna (max)", "unavailable": false, "coding_agent_index": 41.1, "cost_per_task_usd": 0.18, "wall_time_min": 21.4, "turns": 89, "output_tokens_k": 98, "cache_hit_rate": 0.96, "total_tokens_m": 10.2, "full_run_cost_usd": 53, "cost_p50_usd": 0.13, "cost_p95_usd": 0.4, "evals": { "deep-swe-v1.1": 63.7, "swe-atlas-qna": 44.4, "terminal-bench-v4": 15.2 } }, { "label": "Codex - DeepSeek V4 Flash 0731 (max)", "unavailable": false, "coding_agent_index": 38.7, "cost_per_task_usd": 0.09, "wall_time_min": 18.3, "turns": 122, "output_tokens_k": 80, "cache_hit_rate": 0.99, "total_tokens_m": 15.4, "full_run_cost_usd": 26, "cost_p50_usd": 0.07, "cost_p95_usd": 0.17, "evals": { "deep-swe-v1.1": 54.3, "swe-atlas-qna": 51.3, "terminal-bench-v4": 10.6 } } ] } }, "other_sources": [ "https://artificialanalysis.ai/agents/coding-agents", "https://artificialanalysis.ai/leaderboards/models", "https://slopalytics.com/", "https://openrouter.ai/rankings", "https://code.claude.com/docs/en/model-config", "https://metr.org/blog/2026-02-24-uplift-update", "https://www.veracode.com/blog/2026-genai-code-security-report-ai-risk", "https://www.anthropic.com/claude-opus-5-5" ], "note": "Cost per task is pay-per-token API cost at list prices including cache pricing; subscription plans change the effective cost. Gemini 4 Argon coding-agent row was scored by Artificial Analysis but not publicly available on 2026-10-01." }