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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

Every score has a dated snapshot.

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  2. Comparisons
  3. Qwen 2.5 Coder 32B vs Qwen3 235B

Pairwise benchmark snapshot · Aug 1, 2026

Qwen 2.5 Coder 32B vs Qwen3 235B benchmark

In this head-to-head showdown, Qwen3 235B delivers higher overall intelligence and human-preferred responses (Elo 1,440 vs 1,425), while Qwen 2.5 Coder 32B leads in SWE-bench software engineering benchmarks (65.2%), while Qwen 2.5 Coder 32B is more budget-friendly at $0.72/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Choose Qwen3 235B if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Qwen 2.5 Coder 32B if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

8 direct benchmark disciplines evaluated across capability, speed, and cost

Qwen 2.5 Coder 32B (6)Qwen3 235B (2)
Qwen 2.5 Coder 32B
6 of 8 Wins
✓LiveBench✓SWE-bench✓Time to first token✓Output speed✓Input price✓Output price
Qwen3 235B
2 of 8 Wins
✓Preference Elo✓GPQA Diamond
Alibaba
Leads 6 of 8 metrics
Qwen 2.5 Coder 32B

Alibaba dedicated open-weight code generation model with near-frontier SWE-bench Verified coding capability.

Elo 1,425$0.72/1M out
Alibaba
Leads 2 of 8 metrics
Qwen3 235B

Open-weight Qwen3 mixture-of-experts.

235B MoEElo 1,440$0.88/1M out
Top Rival Showdowns for Qwen 2.5 Coder 32B
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference LeaderQwen3 235B Wins

Qwen3 235B

Δ 15 Arena Elo pts

Throughput LeaderQwen 2.5 Coder 32B Wins

Qwen 2.5 Coder 32B

110 tok/s

Value per Dollar LeaderQwen 2.5 Coder 32B Wins

Qwen 2.5 Coder 32B

$0.72 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top Western standard models with China's leading frontier rival across 6 skill dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile
Head-to-Head Comparison

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

Qwen 2.5 Coder 32B (7)vsQwen3 235B (2)
Qwen 2.5 Coder 32B: 7W (78%)Overall: Qwen 2.5 Coder 32BQwen3 235B: 2W (22%)
← Qwen 2.5 Coder 32B1 tiesQwen3 235B →
🏆Qwen 2.5 Coder 32B(3/5)

Intelligence & Reasoning

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

Benchmark
Qwen 2.5 Coder 32BvsQwen3 235B
Preference Elo
1,425vs1,440+15
Coding Elo
1,495vs—
SWE-bench
65.2%vs59.4%+5.8%
LiveBench
64.8%vs63.5%+1.3%
GPQA Diamond
74%vs76.8%+2.8%
Qwen 2.5 Coder 32B: 3WQwen3 235B: 2W
🏆Qwen 2.5 Coder 32B(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Qwen 2.5 Coder 32BvsQwen3 235B
Output speed
110 tok/svs74 tok/s+36 tok/s
Time to first token
180 msvs320 ms+140 ms
Qwen 2.5 Coder 32B: 2WQwen3 235B: 0W
🏆Qwen 2.5 Coder 32B(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Qwen 2.5 Coder 32BvsQwen3 235B
Output price
$0.72/1Mvs$0.88/1M+$0.16/1M
Input price
$0.18/1Mvs$0.22/1M+$0.04/1M
Context window
131kvs131k
Qwen 2.5 Coder 32B: 2WQwen3 235B: 0W

Side-by-Side Benchmark Matrix

Preference Elo+15
Qwen 2.5 Coder 32B1,425
seed-bootstrap · Aug 1, 2026
Qwen3 235B1,440
seed-bootstrap · Aug 1, 2026
Coding Elo
Qwen 2.5 Coder 32B1,495
seed-bootstrap · Aug 1, 2026
Qwen3 235B—
LiveBench+1.3%
Qwen 2.5 Coder 32B64.8%
seed-bootstrap · Aug 1, 2026
Qwen3 235B63.5%
seed-bootstrap · Aug 1, 2026
SWE-bench+5.8%
Qwen 2.5 Coder 32B65.2%
seed-bootstrap · Aug 1, 2026
Qwen3 235B59.4%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+2.8%
Qwen 2.5 Coder 32B74%
seed-bootstrap · Aug 1, 2026
Qwen3 235B76.8%
seed-bootstrap · Aug 1, 2026
Time to first token+140 ms
Qwen 2.5 Coder 32B180 ms
seed-bootstrap · Aug 1, 2026
Qwen3 235B320 ms
seed-bootstrap · Aug 1, 2026
Output speed+36 tok/s
Qwen 2.5 Coder 32B110 tok/s
seed-bootstrap · Aug 1, 2026
Qwen3 235B74 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$0.04/1M
Qwen 2.5 Coder 32B$0.18/1M
seed-bootstrap · Aug 1, 2026
Qwen3 235B$0.22/1M
seed-bootstrap · Aug 1, 2026
Output price+$0.16/1M
Qwen 2.5 Coder 32B$0.72/1M
seed-bootstrap · Aug 1, 2026
Qwen3 235B$0.88/1M
seed-bootstrap · Aug 1, 2026
Context window
Qwen 2.5 Coder 32B131k
seed-bootstrap · Aug 1, 2026
Qwen3 235B131k
seed-bootstrap · Aug 1, 2026
BenchmarkQwen 2.5 Coder 32BQwen3 235BAdvantage Delta
Preference Elo
1,425
seed-bootstrap · Aug 1, 2026
1,440
seed-bootstrap · Aug 1, 2026
+15
Coding Elo
1,495
seed-bootstrap · Aug 1, 2026
——
LiveBench
64.8%
seed-bootstrap · Aug 1, 2026
63.5%
seed-bootstrap · Aug 1, 2026
+1.3%
SWE-bench
65.2%
seed-bootstrap · Aug 1, 2026
59.4%
seed-bootstrap · Aug 1, 2026
+5.8%
GPQA Diamond
74%
seed-bootstrap · Aug 1, 2026
76.8%
seed-bootstrap · Aug 1, 2026
+2.8%
Time to first token
180 ms
seed-bootstrap · Aug 1, 2026
320 ms
seed-bootstrap · Aug 1, 2026
+140 ms
Output speed
110 tok/s
seed-bootstrap · Aug 1, 2026
74 tok/s
seed-bootstrap · Aug 1, 2026
+36 tok/s
Input price
$0.18/1M
seed-bootstrap · Aug 1, 2026
$0.22/1M
seed-bootstrap · Aug 1, 2026
+$0.04/1M
Output price
$0.72/1M
seed-bootstrap · Aug 1, 2026
$0.88/1M
seed-bootstrap · Aug 1, 2026
+$0.16/1M
Context window
131k
seed-bootstrap · Aug 1, 2026
131k
seed-bootstrap · Aug 1, 2026
—
Interactive Simulator (USD)

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save up to 18% with Qwen 2.5 Coder 32B
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Qwen 2.5 Coder 32B$17.10 / mo
In: $6.3Out: $10.8
Qwen3 235B$20.90 / mo
In: $7.7Out: $13.2
Estimated Cost Delta

Qwen 2.5 Coder 32B is estimated to save $3.80/month ($46/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Qwen 2.5 Coder 32B:Pick Qwen 2.5 Coder 32B when repo-level coding accuracy is the constraint.
  • 2
    Qwen 2.5 Coder 32B:Pick Qwen 2.5 Coder 32B when time-to-first-token matters more than peak Elo.
  • 3
    Qwen3 235B:Pick Qwen3 235B as the default general assistant.

Recommended Workload Routing

Repo / coding agentsQwen 2.5 Coder 32B

Higher SWE-bench (65.2%).

High-volume chatQwen 2.5 Coder 32B

Lower output list price ($0.72/1M).

Voice / low-latency UIQwen 2.5 Coder 32B

Lower TTFT (180 ms).

Long-document RAGQwen 2.5 Coder 32B

Larger window (131k).

Screenshots / visionQwen3 235B

Qwen3 235B is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsQwen 2.5 Coder 32BHigher SWE-bench (65.2%).
High-volume chatQwen 2.5 Coder 32BLower output list price ($0.72/1M).
Voice / low-latency UIQwen 2.5 Coder 32BLower TTFT (180 ms).
Long-document RAGQwen 2.5 Coder 32BLarger window (131k).
Screenshots / visionQwen3 235BQwen3 235B is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchSep 20, 2025

Qwen3 235B: the open MoE Qwen, not the Max SKU

Sep 2025 open-weight mixture-of-experts. Self-host path. Don’t confuse it with Qwen 3 Max.

Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Alibaba

Qwen 2.5 Coder 32B

Elo 1,425
SWE-bench65.2%
Speed (tok/s)110 tok/s
Input / 1M Tokens$0.18/1M
Output / 1M Tokens$0.72/1M
Alibaba

Qwen3 235B

Elo 1,440
SWE-bench59.4%
Speed (tok/s)74 tok/s
Input / 1M Tokens$0.22/1M
Output / 1M Tokens$0.88/1M

Frequently Asked Questions

Which is better overall, Qwen 2.5 Coder 32B or Qwen3 235B?
Qwen3 235B has the higher preference Elo in our latest snapshot (1,440). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Qwen 2.5 Coder 32B or Qwen3 235B?
Qwen 2.5 Coder 32B leads SWE-bench at 65.2% vs 59.4%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Qwen 2.5 Coder 32B output tokens are $0.72/1M versus $0.88/1M. Input prices and retry rates still move the real bill.
Which is faster, Qwen 2.5 Coder 32B or Qwen3 235B?
Qwen 2.5 Coder 32B has the lower time-to-first-token (180 ms vs 320 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Qwen 2.5 Coder 32B accepts 131k tokens versus 131k.
Can I self-host either model?
Both Qwen 2.5 Coder 32B and Qwen3 235B are marked open-weights. Hosting cost is not in this table.
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. Qwen 2.5 Coder 32B and Qwen3 235B Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Sep 20, 2025

    Qwen3 235B: the open MoE Qwen, not the Max SKU

Similar Head-to-Head Comparisons

All Qwen 2.5 Coder 32B matchups →|All Qwen3 235B matchups →
Qwen 2.5 Coder 32B vs Qwen 2.5 Plus (previous qwen)Qwen3 235B vs Qwen QwQ 32B (next qwen)Qwen 3 Max vs Qwen3 235BQwen3.8 27B vs Qwen 2.5 Coder 32BQwen 2.5 Plus vs Qwen3 235BLlama 4 Maverick vs Qwen3 235B