Combined Model Ranking

See which AI models perform best on Combined, which ones stay reliable, and where the biggest gaps appear. Sort by: Metric ↑.

Models Shown

Average Combined Score

0.6

Best Model

Span-02 0.0

Failure Reasons

With failure reason Invalid tool call180 With failure reason Wrong answer128 With failure reason API error62 With failure reason No answer56 With failure reason Timed out11 With failure reason Did not follow instructions1 With failure reason Extra formatting1

451/451

Rank	Model	Company	Combined Score	Score	Total Cost	Tests Correct	Response Time (avg)
#298	DeepSeek V4.1 Flash none	DeepSeek	0.3	0.6	$0.391	0/2	10.4s
Total Tests 2 Wrong Tests 2 Total Cost $0.391 Response Time (avg) 10.4s
#301	Trinity Large Thinking high	Arcee AI	0.3	0.6	$0.794	0/2	262.4s
Total Tests 2 Wrong Tests 2 Total Cost $0.794 Response Time (avg) 262.4s
#304	Mistral Large 4 none	Mistral	0.3	0.6	$0.290	0/2	36.9s
Total Tests 2 Wrong Tests 2 Total Cost $0.290 Response Time (avg) 36.9s
#309	GPT-5.4 none	OpenAI	0.3	0.6	$0.690	0/2	9.26s
Total Tests 2 Wrong Tests 2 Total Cost $0.690 Response Time (avg) 9.26s
#310	Solar Pro 4 none	Upstage	0.3	0.6	$0.022	0/2	35.1s
Total Tests 2 Wrong Tests 2 Total Cost $0.022 Response Time (avg) 35.1s
#314	Nemotron 3.5 Super VL none	NVIDIA	0.3	0.6	$0.040	0/2	451.9s
Total Tests 2 Wrong Tests 2 Total Cost $0.040 Response Time (avg) 451.9s
#316	Kimi K2.6 none	Moonshot AI	0.3	0.5	$0.486	0/2	77.8s
Total Tests 2 Wrong Tests 2 Total Cost $0.486 Response Time (avg) 77.8s
#318	Gemini 2.5 Flash none	Google	0.3	0.5	$0.017	0/2	61.2s
Total Tests 2 Wrong Tests 2 Total Cost $0.017 Response Time (avg) 61.2s
#320	Gemma 4 26B A4B none	Google	0.3	0.5	$0.031	0/2	37.2s
Total Tests 2 Wrong Tests 2 Total Cost $0.031 Response Time (avg) 37.2s
#322	Seed-2.0-Code none	Bytedance Seed	0.3	0.5	$0.257	0/2	78.4s
Total Tests 2 Wrong Tests 2 Total Cost $0.257 Response Time (avg) 78.4s
#324	Qwen3.8 27B none	Qwen	0.3	0.5	~$0.010	0/2	24.1s
Total Tests 2 Wrong Tests 2 Total Cost ~$0.010 Response Time (avg) 24.1s
#329	Ember-1 none	Fireworks	0.3	0.5	$0.786	0/2	49.0s
Total Tests 2 Wrong Tests 2 Total Cost $0.786 Response Time (avg) 49.0s
#332	Granite 4.2 8B low	IBM Granite	0.3	0.5	$0.036	0/2	298.2s
Total Tests 2 Wrong Tests 2 Total Cost $0.036 Response Time (avg) 298.2s
#335	Laguna XS 2.1 none	Poolside	0.3	0.5	$0.020	0/2	10.4s
Total Tests 2 Wrong Tests 2 Total Cost $0.020 Response Time (avg) 10.4s
#337	Inkling Small low	Thinkingmachines	0.3	0.5	$0.055	0/2	4.08s
Total Tests 2 Wrong Tests 2 Total Cost $0.055 Response Time (avg) 4.08s

Combined Ranking

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Combined Score vs Total Cost

Top Models by Response Time (avg)

Combined Ranking

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Top Models by Combined Score

Combined Score vs Total CostEstimated GPU electricity cost only. It excludes the rest of the computer and hardware ownership. NVIDIA GeForce RTX 3090: 0.0968 h × 0.300 kW × €0.2896/kWh × 1.138 USD/EUR = ~$0.009566.

Top Models by Response Time (avg)

Combined Score vs Total Cost