Bertrande

Best model that reads images

Which model should I use to analyse images?

As of 3 November 2026, the model ranking first for this question is Anthropic: Claude Opus 5.5 on OpenRouter, with intelligence index 58.4 and an output price of $20.00 per million tokens. Ranked by highest intelligence index, among models that accept image input, across 144 models for which we hold both figures. This ranking ignores speed and reliability: it is a query on price and a relayed capability score, not a verdict on which model serves you best.

How this ranking is built

Criterion: highest intelligence index, among models that accept image input. Only models whose published input modalities include images appear here. The capability comes from the provider's own catalogue.

This is a query, not an opinion. Both figures are shown on every row so you can check the order, and the table sorts on any column if you disagree with our criterion.

Two things to know before trusting this table. Capability scores are published by Artificial Analysis and relayed by the catalogue we read. They are not our measurement, and a score measures the model rather than the seller, so we apply it to every seller of that model. This ranking says nothing about speed or reliability, which we measure only in part: availability is published per upstream host in reliability.json and on the model pages, and we publish no latency at all, for reasons given on the data page. Prices are ours to observe, each carries the date we saw it, and we keep only the cheapest offer per model so that batch and free tiers do not crowd out the answer.

#ModelSellerIntelligence index/ 10040 of 40 heldScale from 3.8 to 58.4Input$ / 1M tokens40 of 40 heldScale from $0.003 to $600Output$ / 1M tokens40 of 40 heldScale from $0.003 to $600Contexttokens40 of 40 heldScale from 512 to 2MObserved
1Anthropic: Claude Opus 5.5OpenRouter58.4$4.00$20.001 000 0003 November 2026
2OpenAI: GPT-6 AstraOpenRouter56.9$10.00$50.001 050 0003 November 2026
3OpenAI: GPT-6.1 SolOpenRouter54.5$2.00$10.001 050 0003 November 2026
4Anthropic: Claude Sonnet 5.5OpenRouter54.2$2.00$10.001 000 0003 November 2026
5qwen/qwen3.8-maxNovita AI53.4$2.00$6.001 000 0003 November 2026
6OpenAI: GPT-6.1 TerraOpenRouter51.0$1.00$5.001 050 0003 November 2026
7Anthropic: Claude Opus 5OpenRouter50.8$5.00$25.001 000 0003 November 2026
8Google: Gemini 4 ArgonOpenRouter50.4$2.00$10.001 048 5763 November 2026
9Anthropic: Claude Fable 5.1OpenRouter49.7$10.00$50.001 000 0003 November 2026
10Anthropic: Claude Fable 5OpenRouter49.6$10.00$50.001 000 0002 November 2026
11OpenAI: GPT-6 SolOpenRouter47.6$2.00$10.001 050 0003 November 2026
12OpenAI: GPT-5.6 SolOpenRouter47.0$4.00$20.001 050 0003 November 2026
13moonshotai/kimi-k3.1-proNovita AI46.0$2.00$10.001 048 5763 November 2026
14SpaceXAI: Grok 4.6OpenRouter44.3$2.00$6.00500 0003 November 2026
15Meta: Muse WonderOpenRouter43.3$4.00$20.001 048 5763 November 2026
16OpenAI: GPT-5.6 TerraOpenRouter42.1$2.00$12.001 050 0003 November 2026
17Anthropic: Claude Opus 4.8OpenRouter41.8$5.00$25.001 000 0003 November 2026
18Nex AGI: Nex-N2-ProOpenRouter41.7$0.250$1.00262 1448 September 2026
19Anthropic: Claude Opus 4.7OpenRouter40.7$5.00$25.001 000 0003 November 2026
20Google: Gemini 3.7 FlashOpenRouter39.6$0.750$3.751 048 5763 November 2026
21Meta: Muse Spark 1.2OpenRouter39.6$1.25$4.251 048 5763 November 2026
22OpenAI: GPT-5.4OpenRouter39.0$2.50$15.001 050 0003 November 2026
23SpaceXAI: Grok 4.5OpenRouter38.8$2.00$6.00500 0003 November 2026
24OpenAI: GPT-5.5OpenRouter38.4$5.00$30.001 050 0003 November 2026
25Anthropic: Claude Sonnet 5OpenRouter38.2$2.00$10.001 000 0003 November 2026
26OpenAI: GPT-5.6 LunaOpenRouter37.3$0.200$1.201 050 0003 November 2026
27Meta: Muse Spark 1.3OpenRouter36.4$1.25$4.251 048 5763 November 2026
28Anthropic: Claude Haiku 5.5OpenRouter36.2$0.100$0.5001 000 0003 November 2026
29SpaceXAI: Grok 4.7OpenRouter35.0$2.00$6.00500 0003 November 2026
30DeepSeek: DeepSeek V4 Flash Vision ExpOpenRouter34.8$0.2156$0.64681 048 5763 November 2026
31Google: Gemini 3.6 FlashOpenRouter34.0$0.750$3.751 048 5763 November 2026
32Meta: Muse Spark 1.1OpenRouter33.7$1.25$4.251 048 5762 November 2026
33Qwen: Qwen3.8 Max (0902)OpenRouter33.6$2.00$6.001 000 0003 November 2026
34Google: Gemini 3.5 FlashOpenRouter33.6$1.50$9.001 048 5763 November 2026
35OpenAI: GPT-5.3-CodexOpenRouter32.5$1.75$14.00400 00031 October 2026
36Anthropic: Claude Opus 4.6OpenRouter31.9$5.00$25.001 000 0003 November 2026
37Google: Gemini 3.8 FlashOpenRouter30.5$0.825$4.1251 048 5763 November 2026
38OpenAI: GPT-5.2OpenRouter30.4$1.75$14.00400 0002 November 2026
39Anthropic: Claude Sonnet 4.6OpenRouter30.1$3.00$15.001 000 0003 November 2026
40xiaomimimo/mimo-v2.6-proNovita AI29.9$0.435$0.8701 048 57631 October 2026

144 models meet this criterion. The table shows the first 40, so 104 ranked below the cut are not listed here; the full catalogue holds them all.

A model missing from this table is missing one of the two figures, not judged. We would rather show a shorter list than fill it with guesses.

Other questions we can answer this way