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  3. Grok 4 vs OpenAI: o3 Mini (batch)

Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)

Grok 4 vs OpenAI: o3 Mini (batch) benchmark

This page compares Grok 4 (xAI) and OpenAI: o3 Mini (batch) (OpenAI) using the latest snapshots we have as of Aug 17, 2026. OpenAI: o3 Mini (batch) wins on output price at $2.2/1M. Grok 4 has the larger context window (256k tokens). Every cell below is a dated snapshot from a named public source — we do not invent missing scores, and we do not run SWE-bench ourselves.

Quick answer

Grok 4 vs OpenAI: o3 Mini (batch) is a dated snapshot, not a lab score. OpenAI: o3 Mini (batch) is the cheaper output token. Elo is crowd preference, not an exam. Pick the column that matches the job.
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xAI

Grok 4

Previous xAI flagship.

Elo 1,488$15/1M out

OpenAI

OpenAI: o3 Mini (batch)

Auto-discovered from OpenRouter (openai/o3-mini:batch). Preview until a second source matches.

$2.2/1M out

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Model A
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Quick vs:vs Claude Opus 4.5vs Claude Opus 4.6vs Claude Sonnet 4.5vs Claude 3.7 Sonnet

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

Grok 4 (7)vsOpenAI: o3 Mini (batch) (2)
Grok 4: 7W (78%)Overall: Grok 4OpenAI: o3 Mini (batch): 2W (22%)
← Grok 4OpenAI: o3 Mini (batch) →
Grok 4 (4/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Preference Elo
1,488vs—
Coding Elo
—vs—
SWE-bench
58.6%vs—
LiveBench
64.1%vs—
GPQA Diamond
79%vs—
Grok 4: 4WOpenAI: o3 Mini (batch): 0W
Grok 4 (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
98 tok/svs—
Time to first token
230 msvs—
Grok 4: 2WOpenAI: o3 Mini (batch): 0W
OpenAI: o3 Mini (batch) (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$15/1Mvs$2.2/1M
Input price
$3/1Mvs$0.55/1M
Context window
256kvs200k
Grok 4: 1WOpenAI: o3 Mini (batch): 2W
Capability Matchup Radar

Multi-Dimensional Capability Radar

Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.

Tap any node to inspect
Percentile 0–100
Dimensional AdvantageGrok 4 5/6
Preference Elo

No shared data

No shared data

Throughput Speed

No shared data

No shared data

Price Efficiency

OpenAI: o3 Mini (batch)

$12.80/1M cheaper

Full Benchmark Score Matrix

—
Elo
High is better
1,488
EloHigh is better
—
LiveBench
High is better
64.1%
LiveBenchHigh is better
—
SWE-bench
High is better
58.6%
SWE-benchHigh is better
—
GPQA
High is better
79%
GPQAHigh is better
—
TTFT
Low is better
230 ms
TTFTLow is better
—
Speed
High is better
98 tok/s
SpeedHigh is better
—
In $
Low is better
$3/1M
In $Low is better
$0.55/1M+445%
Out $
Low is better
$15/1M
Out $Low is better
$2.2/1M+582%
Context
High is better
+28%256k
ContextHigh is better
200k
Interactive Simulator

Workload Cost & Savings Calculator

Simulate monthly production API costs based on published $/1M tokens.

Save up to 84% with OpenAI: o3 Mini (batch)
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Grok 4$330.00 / mo
In: $105.00Out: $225.00
OpenAI: o3 Mini (batch)$52.25 / mo
In: $19.25Out: $33.00
Estimated Cost Delta

OpenAI: o3 Mini (batch) is estimated to save $277.75/month ($3,333/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    OpenAI: o3 Mini (batch):Pick OpenAI: o3 Mini (batch) when you are optimizing output cost.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatOpenAI: o3 Mini (batch)

Lower output list price ($2.2/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGGrok 4

Larger window (256k).

Screenshots / visionGrok 4

Grok 4 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatOpenAI: o3 Mini (batch)Lower output list price ($2.2/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGGrok 4Larger window (256k).
Screenshots / visionGrok 4Grok 4 is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchJul 10, 2025

Grok 4 remains the previous xAI flagship on this catalog

2025-07 row. 4.6 is the buy. We keep 4 so upgrade pairs and old inbound links resolve.

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
xAI

Grok 4

Elo 1,488
LiveBench64.1%
SWE-bench58.6%
Speed98 tok/s
Output cost$15/1M
OpenAI

OpenAI: o3 Mini (batch)

Elo n/a
LiveBench—
SWE-bench—
Speed—
Output cost$2.2/1M

Frequently Asked Questions

Which is better overall, Grok 4 or OpenAI: o3 Mini (batch)?
We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.
Which is better at coding, Grok 4 or OpenAI: o3 Mini (batch)?
SWE-bench is missing for at least one model, so we do not rank coding from a single number.
Which is cheaper to run in production?
OpenAI: o3 Mini (batch) output tokens are $2.2/1M versus $15/1M. Input prices and retry rates still move the real bill.
Which is faster, Grok 4 or OpenAI: o3 Mini (batch)?
We do not have TTFT for both models.
Which has the larger context window?
Grok 4 accepts 256k tokens versus 200k.
Can I self-host either model?
Neither model is marked open-weights here. You are comparing hosted APIs.
Are these scores from CompareLLM’s own evals?
No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?
Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. Grok 4 and OpenAI: o3 Mini (batch) Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Jul 10, 2025

    Grok 4 remains the previous xAI flagship on this catalog

Similar Head-to-Head Comparisons

All Grok 4 matchups →|All OpenAI: o3 Mini (batch) matchups →
Grok 4 vs Grok 3 (previous grok)Grok 4 vs Grok 4.6 (next grok)GPT-4.5 Orion vs Grok 4GPT-5.6 Terra vs Grok 4GPT-5 vs Grok 4GPT-5.6 Sol vs Grok 4