Best-value picks among All Models models, ranked live from artificialanalysis.ai.

All Models

411 models ranked · scored on Intelligence Index

Last updated

Metric
Capability
Every model, nothing filtered out
Best Value Pick

Agnes 3.0 Flash

35.5Intelligence Index
$0.013per task (est.)
$0.07/1M tokens

The sharpest bend in the price-to-score curve out of 411 models — extra dollars beyond this point buy noticeably less extra capability.

Highlights

Intelligence

Artificial Analysis Intelligence Index · Higher is better

Claude Fable 5.1 (Max Effort)53.4GPT-6 Astra (Max Effort)52.8Claude Opus 5 (Max Effort)50.7Claude Fable 5 (Max Effort)49.7Muse Spark 1.3 (Max Effort)48.2GPT-5.6 Sol (Max Effort)47.1GLM-5.3 (Max Effort)44.9Grok 4.6 (High Effort)44.4Kimi K3 (Max Effort)43.8GPT-5.6 Terra (Max Effort)42.3
Fable 5.1 (Max)
6 Astra (Max)
Opus 5 (Max)
Fable 5 (Max)
Muse Spark 1.3 (Max)
5.6 Sol (Max)
5.3 (Max)
4.6 (H)
K3 (Max)
5.6 Terra (Max)

Value

score ÷ cost per task · Higher is better

Agnes 3.0 Flash100Qwen3.8-Flash-Next83.4Gemini 3.8 Flash (High Effort)58.6GLM-5.3-Flash53.6Grok 4.6 (High Effort)48.4Muse Spark 1.3 (Max Effort)37.5GLM-5.3 (Max Effort)35.1GPT-5.6 Terra (Max Effort)21.9Kimi K3 (Max Effort)17.8GPT-6 Astra (Max Effort)15.3GPT-5.6 Sol (Max Effort)14.2Claude Opus 5 (Max Effort)11.8
Agnes 3.0 Flash
Qwen3.8-Flash-Next
3.8 Flash (H)
5.3-Flash
4.6 (H)
Muse Spark 1.3 (Max)
5.3 (Max)
5.6 Terra (Max)
K3 (Max)
6 Astra (Max)
5.6 Sol (Max)
Opus 5 (Max)

Cost per task

price × tokens used · Lower is better

Agnes 3.0 Flash$0.013Qwen3.8-Flash-Next$0.040Gemini 3.8 Flash (High Effort)$0.184GLM-5.3-Flash$0.253Grok 4.6 (High Effort)$0.368Muse Spark 1.3 (Max Effort)$0.778GLM-5.3 (Max Effort)$0.836GPT-5.6 Terra (Max Effort)$1.75Kimi K3 (Max Effort)$2.33GPT-5.6 Sol (Max Effort)$3.11GPT-6 Astra (Max Effort)$3.26Claude Opus 5 (Max Effort)$3.89
Agnes 3.0 Flash
Qwen3.8-Flash-Next
3.8 Flash (H)
5.3-Flash
4.6 (H)
Muse Spark 1.3 (Max)
5.3 (Max)
5.6 Terra (Max)
K3 (Max)
5.6 Sol (Max)
6 Astra (Max)
Opus 5 (Max)

Tokens per task

cost per task ÷ price · Lower is better

Grok 4.6 (High Effort)123kGemini 3.8 Flash (High Effort)123kGPT-6 Astra (Max Effort)163kAgnes 3.0 Flash172kQwen3.8-Flash-Next172kClaude Fable 5.1 (Max Effort)381kClaude Opus 5 (Max Effort)389kClaude Fable 5 (Max Effort)389kMuse Spark 1.3 (Max Effort)389kGPT-5.6 Sol (Max Effort)389kGLM-5.3 (Max Effort)389kKimi K3 (Max Effort)389k
4.6 (H)
3.8 Flash (H)
6 Astra (Max)
Agnes 3.0 Flash
Qwen3.8-Flash-Next
Fable 5.1 (Max)
Opus 5 (Max)
Fable 5 (Max)
Muse Spark 1.3 (Max)
5.6 Sol (Max)
5.3 (Max)
K3 (Max)

Price

(3 × input + output) ÷ 4 · The number that misleads

Agnes 3.0 Flash$0.07Qwen3.8-Flash-Next$0.23GLM-5.3-Flash$0.24Gemini 3.8 Flash (High Effort)$1.50Muse Spark 1.3 (Max Effort)$2GLM-5.3 (Max Effort)$2.15Grok 4.6 (High Effort)$3GPT-5.6 Terra (Max Effort)$4.50Kimi K3 (Max Effort)$6GPT-5.6 Sol (Max Effort)$8Claude Opus 5 (Max Effort)$10Claude Fable 5.1 (Max Effort)$20
Agnes 3.0 Flash
Qwen3.8-Flash-Next
5.3-Flash
3.8 Flash (H)
Muse Spark 1.3 (Max)
5.3 (Max)
4.6 (H)
5.6 Terra (Max)
K3 (Max)
5.6 Sol (Max)
Opus 5 (Max)
Fable 5.1 (Max)

Speed

Output tokens per second · Higher is better

Gemini 3.8 Flash (High Effort)305Muse Spark 1.3 (Max Effort)248Agnes 3.0 Flash237GPT-5.6 Terra (Max Effort)119GLM-5.3-Flash114Claude Fable 5.1 (Max Effort)70GLM-5.3 (Max Effort)67Claude Fable 5 (Max Effort)64GPT-6 Astra (Max Effort)63GPT-5.6 Sol (Max Effort)62Grok 4.6 (High Effort)58Claude Opus 5 (Max Effort)52
3.8 Flash (H)
Muse Spark 1.3 (Max)
Agnes 3.0 Flash
5.6 Terra (Max)
5.3-Flash
Fable 5.1 (Max)
5.3 (Max)
Fable 5 (Max)
6 Astra (Max)
5.6 Sol (Max)
4.6 (H)
Opus 5 (Max)
Sort by
#ModelValue score ÷ cost/taskIntelligenceCost / task price × tokensPrice $ / 1M
1Agnes 3.0 Flash Best Value
100		35.5$0.013 ~$0.07
2Qwen3.8-Flash-Next Frontier
83		39.9$0.040 ~$0.23
3Gemini 3.8 Flash (High Effort) Frontier
59		41.2$0.184 ~$1.50
4GLM-5.3-Flash Frontier
54		41.9$0.253$0.24
5Grok 4.6 (High Effort)
48		44.4$0.368 ~$3
6Muse Spark 1.3 (Max Effort)
38		48.2$0.778 ~$2
7GLM-5.3 (Max Effort)
35		44.9$0.836 ~$2.15
8GPT-5.6 Terra (Max Effort)
22		42.3$1.75 ~$4.50
9Kimi K3 (Max Effort)
18		43.8$2.33 ~$6
10GPT-6 Astra (Max Effort)
15		52.8$3.26$20
11GPT-5.6 Sol (Max Effort)
14		47.1$3.11 ~$8
12Claude Opus 5 (Max Effort)
12		50.7$3.89 ~$10
13Claude Fable 5.1 (Max Effort)
2		53.4$7.63$20
14Claude Fable 5 (Max Effort)
0		49.7$7.78 ~$20
How this page works
Highlights shows the true top 10 models by intelligence - no per-company limit, so if one company genuinely has several of the top models right now, several of its models are shown. Ranked three ways - Intelligence, Price, and Speed - so you can see how the same lineup trades off against each other. Each model keeps one color across all three charts. Value (0-100) below that shows how much intelligence you get per dollar, scaled so the best value model shown scores 100 - tables sort by Value by default; click "Intelligence" or "Name" above one to sort by those instead. The three calculated columns are, in full: Cost / task = price per 1M tokens × tokens the model actually uses ÷ 1,000,000 Value = intelligence score ÷ cost per task Price = (3 × input + output) ÷ 4, per 1M tokens The Best Value Pick is the sharpest bend in the price-to-intelligence curve across every model in the category. The table also includes every other model on that same efficiency frontier (tagged Frontier) even if it didn't score high enough to crack the top 10 - a cheap, well-balanced model would otherwise be invisible no matter how the table is sorted. Use the Capability buttons to control how far down that list goes - All (default) filters nothing; Flagship keeps models within 10% of the best score, Strong within 20%, Broad within 50%. The Best Value Pick always stays visible regardless of which tier is selected. Click Update on a category page (or Update All on the home page) to refetch live data any time.