AI Shopping Agent Leaderboard

Live performance rankings for AI shopping agents. Compare checkout rates, token efficiency, and speed across real UCP-enabled stores. See detailed model profiles or run your own benchmark.

#	Model	Provider	Search %	Cart %	Checkout %	Avg Tokens	Avg Duration
1	Llama 3.3 70BRetired	Meta	82.1%	52.7%	39.3%	58,192	40.4s
2	Gemini 3.5 Flash	Google	80%	55.9%	37.9%	78,880	23.2s
3	Claude Sonnet 4.6	Anthropic	79.7%	47.6%	34.6%	69,947	33.7s
4	Grok 4.3Retired	xAI	64.4%	33.1%	26.3%	35,601	45.4s
5	Gemini 2.5 Flash	Google	75.2%	38.3%	23%	45,570	15.6s
6	Claude Opus 4.8	Anthropic	63.6%	31.6%	22.3%	84,335	31.2s
7	DeepSeek V3.2	DeepSeek	74.8%	36.4%	20.5%	65,743	47.1s
8	Qwen 3.8 Flash	Alibaba	100%	70%	20%	77,764	60.2s
9	Gemini 2.5 Pro	Google	68.8%	38.8%	19.6%	50,132	37.9s
10	Gemini 3.1 Pro	Google	74.7%	38.3%	19.2%	63,894	43.0s
11	GPT-4o	OpenAI	72%	36.2%	14.8%	34,792	16.6s
12	DeepSeek V4.1 Flash	DeepSeek	100%	37.5%	12.5%	65,753	23.4s
13	Grok 3 Mini (Reasoning)Retired	xAI	48.9%	13.3%	11.1%	35,632	40.6s
14	GPT-5.5	OpenAI	70.1%	24.1%	10.1%	59,686	34.4s
15	Claude Opus 5	Anthropic	69.9%	29.1%	9.7%	172,626	50.1s
16	o4-mini (Reasoning)	OpenAI	78.9%	29.3%	8.9%	69,472	39.0s
17	Grok 4.5	xAI	86.8%	39.5%	7.9%	96,757	39.8s
18	Claude Sonnet 5	Anthropic	91.7%	52.9%	7.6%	229,723	45.3s
19	DeepSeek V4 Pro	DeepSeek	77.5%	35%	7.5%	118,450	68.2s
20	DeepSeek V4 Flash	DeepSeek	85.4%	36.6%	7.3%	129,686	47.9s
21	Gemini 3.8 Flash	Google	100%	56.3%	6.3%	132,625	81.0s
22	Qwen 3.7 Max	Alibaba	77.5%	37.5%	5%	73,793	30.9s
23	DeepSeek R1 (Reasoning)	DeepSeek	37.9%	8%	3.4%	22,913	63.6s
24	Kimi K3	Moonshot AI	72.7%	33.3%	3%	99,260	79.8s
25	Llama 4 Maverick	Meta	34.8%	6.5%	2.2%	38,679	13.9s
26	Gemini 3.6 Flash	Google	98.3%	89.2%	1.3%	98,235	21.1s
27	Gemini 3.7 Flash	Google	76.5%	17.6%	0%	58,667	44.7s
28	GPT-6 Luna	OpenAI	100%	7.7%	0%	53,443	19.1s
29	Muse Spark 1.3	Meta	100%	25%	0%	121,973	54.8s
30	QwQ 32B (Reasoning)Retired	Alibaba	28.6%	7.1%	0%	14,586	36.7s