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Model comparison

Grok 4.20 vs o1-preview

Data verified

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

No sourced benchmark result is currently shared by both models. This page therefore compares only the available metadata, pricing, and runtime rows; it does not name a quality winner.
53.88/100
Margin
5.6pts
← winning
48.27/100
0 category wins0 category wins

Public leaderboard positions: Grok 4.20 #93 (Estimated); o1-preview #128 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Grok 4.20 and o1-preview share 0 comparable benchmark results. 0 of 8 categories are comparable. 19 results are unique to Grok 4.20; 2 to o1-preview.

Updated July 28, 2026
Shared results
0
Grok 4.20 only
19
o1-preview only
2
Comparable categories
0 / 8

Benchmark data for Grok 4.20 and o1-preview is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.

o1-preview is priced at $15.00 input / $60.00 output per 1M tokens, versus $2.00 input / $6.00 output per 1M tokens for Grok 4.20. Grok 4.20 has the larger context window at 2M, compared with 200K for o1-preview.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricGrok 4.20o1-previewComparison
Input / output priceUSD per 1M tokensGrok 4.20$2 input / $6 outputo1-preview$15 input / $60 outputGrok 4.20 has the lower combined listed price.
Generation speedtokens per secondGrok 4.20233 tok/so1-previewNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenGrok 4.2010.33 so1-previewNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensGrok 4.202Mo1-preview200KGrok 4.20 lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkGrok 4.20o1-previewResult
Terminal-Bench 2.0Source 47.1%Not comparable
DeepSearchQASource 62.8%Not comparable
Gert LabsSource 38.36%Not comparable
Coding
BenchmarkGrok 4.20o1-previewResult
LiveCodeBench ProSource 74.2%Not comparable
SWE-bench VerifiedSource 76.7%Not comparable
SWE-bench ProSource 51.8%Not comparable
Vibe Code BenchSource 4.06%Not comparable
AA Coding IndexSource 34.0%Not comparable
Reasoning
BenchmarkGrok 4.20o1-previewResult
ARC-AGI-2Source 53.3%Not comparable
ARC-AGI-3Source 0.1%Not comparable
Knowledge
BenchmarkGrok 4.20o1-previewResult
GPQA-DSource 88.5%Not comparable
HLE w/o toolsSource 31.6%Not comparable
HealthBench HardSource 20.3%Not comparable
MedXpertQA (Text)Source 50.2%Not comparable
Artificial Analysis Intelligence IndexSource 17.0%Not comparable
Multimodal
BenchmarkGrok 4.20o1-previewResult
MMMU-ProSource 75.2%Not comparable
CharXivSource 60.9%Not comparable
ERQASource 54.1%Not comparable
SimpleVQASource 57.4%Not comparable
MedXpertQA (MM)Source 65.8%Not comparable
Design Arena WebsiteSource 1252Not comparable
Frequently Asked Questions (3)

Can I compare Grok 4.20 and o1-preview on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.

Why does this comparison show “coming soon”?

BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.

What data is available for Grok 4.20 and o1-preview today?

Grok 4.20: $2.00 input / $6.00 output per 1M tokens o1-preview: $15.00 input / $60.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

Related Comparisons

Last updated: July 28, 2026

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