← Back to dashboard

Compare.

Models head to head — pick two or three. Same scoring, same week. Search to swap, add, or remove a model and the matchup recomputes. Hover or tap a stat to see how it shifted.

If quality matters most

Grok 4

Best raw competency at 64.2/100. Pay the premium when accuracy compounds.

If cost matters most

Qwen 3 Max

60% cheaper than Grok, 16.2 points lower on competency. The value pick for high-volume workloads.

xAIGrok 4
Cloud · API
AlibabaQwen 3 Max
Open weights
CompetencyWeighted LLM score
64.2/100
↑ +0 W21 · rank 42
Best in class
48/100
flat W21 · rank 89 · −16.2 vs winner
Cost (input)Per 1M tokens
$3.00
~3× the cheapest in the row
$1.20
60% cheaper than Grok
Cheapest
Cost (output)Per 1M tokens
$15.00
~3× the cheapest in the row
$6.00
60% cheaper
Cheapest
SpeedTokens / second
0 tok/s
TTFT 0s
Fastest cloud
0 tok/s
TTFT 0s
AccuracyHallucination rate
no data
no data
ContextMax input tokens
~256 pages
~256 pages context window
Largest
~256 pages
~256 pages context window
DeploymentWhere it runs
Cloud only
API key · quick setup
Cloud or local
Self-host on your GPUs
Most flexible
Data residencyCompliance
Vendor regions
verify region availability
Anywhere
runs inside your perimeter
Most flexible
LicenseWhat you can do
Proprietary
commercial OK · ToS applies
Open weights
commercial OK
Most permissive

Where each one wins.

Sub-competency scores by business task. Bars highlight the row leader in accent.

Customer service40% of category weight
Grok 4
88
Qwen 3 Max
81
Research & analysis22% weight
Grok 4
85
Qwen 3 Max
78
Summarization18% weight
Grok 4
84
Qwen 3 Max
77
Code review10% weight
Grok 4
81
Qwen 3 Max
74
Document understanding6% weight
Grok 4
78
Qwen 3 Max
71

Grok 4

✓ Best for
  • Strong at Customer Service for xAI.
  • Strong at Content Writing for xAI.
⚠ Watch out for
  • Validate fit for your specific workload before committing.
Open the full profile →

Qwen 3 Max

✓ Best for
  • Strong at Customer Service for Alibaba.
  • Strong at Content Writing for Alibaba.
⚠ Watch out for
  • Validate fit for your specific workload before committing.
Open the full profile →

Cost vs quality, charted.

The selected models on the value frontier. Up-and-to-the-left wins.

$0.5$2$5$10$15+10090807060COST $/1M TOK →COMPETENCY /100 ↑Grok 4 · 64Qwen 3 Max · 48VALUE PICK
Filled = cloud / APIOutline = open weightsLower-left = best value

Still picking? We can shorten the list.

Ten questions, one answer. Cost estimates, quality bar, and the eval gates we'd add this sprint.