Muse Wonder vs DeepSeek V4 Pro 0813: Release Comparison

Name: Intelligence
Creator: Artificial Analysis
License: https://artificialanalysis.ai/docs/legal/Terms-of-Use.pdf

Comparison of the Muse Wonder and DeepSeek V4 Pro 0813 releases: 2 and 3 models respectively, each with different intelligence, performance, and pricing characteristics. Below is a comparison of the key metrics across all 5 models.

For intelligence, Muse Wonder scores highest: Muse Wonder (Max) at 44, against DeepSeek V4 Pro 0813 (Max) at 23 for DeepSeek V4 Pro 0813.
For time per task, Muse Wonder is fastest: Muse Wonder (High) at 11.1 min, against DeepSeek V4 Pro 0813 (Non-reasoning) at 14.5 min for DeepSeek V4 Pro 0813.
For cost per task, DeepSeek V4 Pro 0813 is cheapest: DeepSeek V4 Pro 0813 (High) at $0.85, against Muse Wonder (High) at $4.56 for Muse Wonder.

Model Playground

Releases compared


	Muse Wonder (max)	Muse Wonder (high)	DeepSeek V4 Pro 0813 (max)	DeepSeek V4 Pro 0813 (high)	DeepSeek V4 Pro 0813 (non-reasoning)
Intelligence Index	44	41	23	21	13
Finance & Accounting	51	50	30	28	20
Strategy & Ops	54	54	41	37	28
Legal	47	46	28	26	19
Healthcare & Medical	49	--	--	--	--
Engineering	50	47	30	29	18
Economics	50	48	29	28	19
AA-Briefcase v1.1	1659	1610	1253	1148	928
AutomationBench-AA	68.1%	67.2%	56.7%	46.2%	34.9%
Terminal-Bench 4.0	52.0%	38.4%	14.1%	6.1%	1.5%
FrontierCode-AA 2.0	27.9%	26.6%	17.1%	16.7%	10.3%
AA-Omniscience v1.1	25	25	−6	−7	−19
GDP.pdf	30.6%	29.2%	11.4%	10.4%	3.6%
HLE-Diamond	39.0%	34.5%	19.5%	20.5%	7.2%
CritPt v2 (Hard Subset)	50.5%	51.0%	23.5%	28.5%	8.5%
Terminal-Bench-Science 0.1	25.7%	21.9%	5.7%	1.9%	0.0%

Cost per TaskUSD	$6.95	$4.56	$1.77	$0.85	$0.98
Input PriceUSD/1M Tokens	$4.00	$4.00	$1.32	$1.32	$1.32
Output PriceUSD/1M Tokens	$20.00	$20.00	$3.96	$3.96	$3.96
Cache Hit PriceUSD/1M Tokens	$0.20	$0.20	$0.044	$0.044	$0.044
Cache Write PriceUSD/1M Tokens	--	--	--	--	--

Time per TaskMinutes	14.6	11.1	19.9	15.4	14.5
Output Speedtok/s	109	102	83	76	82
Time to First Answer Tokens	26.32	13.79	56.76	57.79	2.35
Time to First Tokens	26.32	13.79	2.73	2.23	2.35
End-to-End TimeMean of Single-Request Workloads (s)	71.71	50.26	127.99	93.47	33.69

Context Window	1M	1M	1M	1M	1M
Creator	Meta	Meta	DeepSeek	DeepSeek	DeepSeek
License	Proprietary	Proprietary	Open	Open	Open
Input Modality	Supports: text, image, speech, and video	Supports: text, image, speech, and video	Supports: text	Supports: text	Supports: text
Output Modality	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text
Providers			+5

Updated

Intelligence

Artificial Analysis Intelligence Index · Higher is better

Time per Task

Inference time (minutes) per Intelligence Index task · Lower is better

Cost per Task

Weighted average cost (USD) per Intelligence Index task · Lower is better

IntelligenceUpdated

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v5.0.1 incorporates 9 evaluations: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode-AA 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), and Terminal-Bench-Science 0.1

Artificial Analysis Intelligence Index v5.0.1 includes: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode-AA 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1. See Intelligence Index methodology for further details, including a breakdown of each evaluation and how we run them.

Intelligence Index vs. Cost per Task

Artificial Analysis Intelligence Index · Weighted average cost (USD) per Artificial Analysis Intelligence Index task

Most attractive quadrant

Muse Wonder

DeepSeek V4 Pro 0813

Pareto line

AA-Briefcase v1.1

AutomationBench-AA

Cost per Task (USD, Log Scale)

Weighted average cost per Intelligence Index task. Each evaluation’s cost is calculated from input, cache hit, cache write, reasoning, and answer token prices, divided by task count, and weighted by its Intelligence Index weight.

Cost

Cost per Intelligence Index Task

Weighted average cost (USD) per Intelligence Index task · Segmented by token type · Lower is better

Performance

Time per Intelligence Index Task

Output tokens divided by end-to-end output speed (minutes per Intelligence Index task) · Speed at the model's own endpoint or the median across providers · Lower is better

The weighted average time (minutes) per Artificial Analysis Intelligence Index task: output tokens per task divided by output speed, weighted by each benchmark's weight in the Intelligence Index.

Speed and latency metrics average each endpoint's runs over the past 5 days, and the error rate pools them. We run the benchmark every 6 hours, and endpoints of deprecated models every 18 hours.

Capability Scores

Capability Indexes

Measures the performance of models on specific capabilities and industries

Finance & Accounting Index

Incorporates 5 evaluations: AA-Briefcase v1.1, AA-Omniscience v1.1, HLE-Diamond, AutomationBench-AA, GDP.pdf · Higher is better

Strategy & Ops Index

Incorporates 4 evaluations: AutomationBench-AA, AA-Briefcase v1.1, AA-Omniscience v1.1, GDP.pdf · Higher is better

Legal Index

Incorporates 5 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, HLE-Diamond, GDP.pdf, AutomationBench-AA · Higher is better

Healthcare & Medical Index

Incorporates 5 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, MLCR-AA, AutomationBench-AA, HLE-Diamond · Higher is better

Engineering Index

Incorporates 7 evaluations: AA-Omniscience v1.1, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1, HLE-Diamond, Terminal-Bench 4.0, FrontierCode-AA 2.0, AA-Briefcase v1.1 · Higher is better

Economics Index

Incorporates 4 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, HLE-Diamond, GDP.pdf · Higher is better

Benchmarks

AA-PersonalityBenchNew

Personality Indexes

Each axis is one of 8 personality indexes: the mean of its traits’ Elo z-scores, percentile ranked from 1 to 100 across all models evaluated in the benchmark

Muse Wonder vs DeepSeek V4 Pro 0813: Release Comparison

Intelligence

Time per Task

Cost per Task

IntelligenceUpdated

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index

Intelligence Index vs. Cost per Task

Cost per Intelligence Index Task

Artificial Analysis Intelligence Index

Cost

Cost per Intelligence Index Task

Cost per Intelligence Index Task

Performance

Time per Intelligence Index Task

Time per Intelligence Index Task

Time Period

Capability Scores

Capability Indexes

Benchmarks

AA-PersonalityBenchNew

Personality Indexes