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Every score has a dated snapshot.

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  3. Grok 4 vs Qwen 2.5 Plus

Pairwise benchmark snapshot · Aug 1, 2026

Grok 4 vs Qwen 2.5 Plus benchmark

This page compares Grok 4 (xAI) and Qwen 2.5 Plus (Alibaba) using the latest snapshots we have as of Aug 1, 2026. On preference Elo, Grok 4 is ahead by 43 points (1,488 vs 1,445; seed-bootstrap (Aug 1, 2026)). On SWE-bench coding, Qwen 2.5 Plus resolves 59.2% versus 58.6% (seed-bootstrap (Aug 1, 2026)). Qwen 2.5 Plus streams faster (110 tok/s) while Qwen 2.5 Plus is the cheaper output token ($1/1M). 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 Qwen 2.5 Plus is a dated snapshot, not a lab score. Grok 4 leads preference Elo (1,488 vs 1,445). Qwen 2.5 Plus leads SWE-bench coding. Qwen 2.5 Plus 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

Alibaba

Qwen 2.5 Plus

Alibaba balanced flagship API model with high-throughput general reasoning.

Elo 1,445$1/1M out

Swap or Add Any Model to this Matchup

Instant pairwise benchmark recalculation across 400+ LLMs

Model A
Model B
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 (4)vsQwen 2.5 Plus (6)
Grok 4: 4W (40%)Overall: Qwen 2.5 PlusQwen 2.5 Plus: 6W (60%)
← Grok 4Qwen 2.5 Plus →
Grok 4 (3/5)

Intelligence & Reasoning

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

Preference Elo
1,488vs1,445
Coding Elo
—vs1,460
SWE-bench
58.6%vs59.2%
LiveBench
64.1%vs63.5%
GPQA Diamond
79%vs75.8%
Grok 4: 3WQwen 2.5 Plus: 2W
Qwen 2.5 Plus (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
98 tok/svs110 tok/s
Time to first token
230 msvs180 ms
Grok 4: 0WQwen 2.5 Plus: 2W
Qwen 2.5 Plus (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$15/1Mvs$1/1M
Input price
$3/1Mvs$0.25/1M
Context window
256kvs128k
Grok 4: 1WQwen 2.5 Plus: 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 4/6
Preference Elo

Grok 4

43 pts advantage

Throughput Speed

Qwen 2.5 Plus

12 tok/s faster

Price Efficiency

Qwen 2.5 Plus

$14.00/1M cheaper

Full Benchmark Score Matrix

—
Elo
High is better
+3%1,488
EloHigh is better
1,445
Code Elo
High is better
—
Code EloHigh is better
1,460
LiveBench
High is better
+1%64.1%
LiveBenchHigh is better
63.5%
SWE-bench
High is better
58.6%
SWE-benchHigh is better
59.2%+1%
GPQA
High is better
+4%79%
GPQAHigh is better
75.8%
TTFT
Low is better
230 ms
TTFTLow is better
180 ms+28%
Speed
High is better
98 tok/s
SpeedHigh is better
110 tok/s+12%
In $
Low is better
$3/1M
In $Low is better
$0.25/1M+1100%
Out $
Low is better
$15/1M
Out $Low is better
$1/1M+1400%
Context
High is better
+100%256k
ContextHigh is better
128k
Interactive Simulator

Workload Cost & Savings Calculator

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

Save up to 93% with Qwen 2.5 Plus
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
Qwen 2.5 Plus$23.75 / mo
In: $8.75Out: $15.00
Estimated Cost Delta

Qwen 2.5 Plus is estimated to save $306.25/month ($3,675/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Qwen 2.5 Plus:Pick Qwen 2.5 Plus when repo-level coding accuracy is the constraint.
  • 2
    Qwen 2.5 Plus:Pick Qwen 2.5 Plus when time-to-first-token matters more than peak Elo.
  • 3
    Grok 4:Pick Grok 4 as the default general assistant.

Recommended Workload Routing

Repo / coding agentsQwen 2.5 Plus

Higher SWE-bench (59.2%).

High-volume chatQwen 2.5 Plus

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

Voice / low-latency UIQwen 2.5 Plus

Lower TTFT (180 ms).

Long-document RAGGrok 4

Larger window (256k).

Screenshots / visionGrok 4

Both accept images. Defaulting to the higher-Elo side (Grok 4).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsQwen 2.5 PlusHigher SWE-bench (59.2%).
High-volume chatQwen 2.5 PlusLower output list price ($1/1M).
Voice / low-latency UIQwen 2.5 PlusLower TTFT (180 ms).
Long-document RAGGrok 4Larger window (256k).
Screenshots / visionGrok 4Both accept images. Defaulting to the higher-Elo side (Grok 4).

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
Alibaba

Qwen 2.5 Plus

Elo 1,445
LiveBench63.5%
SWE-bench59.2%
Speed110 tok/s
Output cost$1/1M

Frequently Asked Questions

Which is better overall, Grok 4 or Qwen 2.5 Plus?
Grok 4 has the higher preference Elo in our latest snapshot (1,488). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Grok 4 or Qwen 2.5 Plus?
Qwen 2.5 Plus leads SWE-bench at 59.2% vs 58.6%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Qwen 2.5 Plus output tokens are $1/1M versus $15/1M. Input prices and retry rates still move the real bill.
Which is faster, Grok 4 or Qwen 2.5 Plus?
Qwen 2.5 Plus has the lower time-to-first-token (180 ms vs 230 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Grok 4 accepts 256k tokens versus 128k.
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 Qwen 2.5 Plus 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 Qwen 2.5 Plus matchups →
Grok 4 vs Grok 3 (previous grok)Grok 4 vs Grok 4.6 (next grok)Qwen 2.5 Plus vs Qwen 2.5 Coder 32B (next qwen)Qwen 3 Max vs Grok 4Qwen QwQ 32B vs Grok 4Gemini 2.0 Flash Thinking vs Grok 4