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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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  3. Qwen 2.5 Coder 32B vs Qwen2.5 Coder 32B Instruct

Pairwise benchmark snapshot · Aug 17, 2026

Qwen 2.5 Coder 32B vs Qwen2.5 Coder 32B Instruct benchmark

In this head-to-head showdown, Qwen 2.5 Coder 32B delivers higher overall intelligence and human-preferred responses (Elo 1,425 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: Qwen 2.5 Coder 32B holds the advantage over Qwen2.5 Coder 32B Instruct in overall benchmark performance and human evaluation rankings. Choose Qwen 2.5 Coder 32B for demanding workloads, or review the breakdown below to compare coding and pricing metrics.
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Alibaba
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
Qwen2.5 Coder 32B Instruct

Auto-discovered from OpenRouter (qwen/qwen-2.5-coder-32b-instruct). Preview until a second source matches.

Elo 1,425$1/1M 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 Leader

Qwen 2.5 Coder 32B

Δ 0 Arena Elo pts

Throughput Leader

No shared data

No latency data

Value per Dollar Leader

Qwen 2.5 Coder 32B

$0.72 / 1M output

Capability Percentiles

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

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 AdvantageQwen 2.5 Coder 32B 3/6
Head-to-Head Comparison

Overall Matchup Breakdown

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

Qwen 2.5 Coder 32B (6)vsQwen2.5 Coder 32B Instruct (0)
Qwen 2.5 Coder 32B: 6W (100%)Overall: Qwen 2.5 Coder 32BQwen2.5 Coder 32B Instruct: 0W (0%)
← Qwen 2.5 Coder 32B4 tiesQwen2.5 Coder 32B Instruct →
Qwen 2.5 Coder 32B (1/5)

Intelligence & Reasoning

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

Preference Elo
1,425vs1,425
Coding Elo
1,495vs1,495
SWE-bench
65.2%vs65.2%
LiveBench
64.8%vs64.8%
GPQA Diamond
74%vs—
Qwen 2.5 Coder 32B: 1WQwen2.5 Coder 32B Instruct: 0W
Qwen 2.5 Coder 32B (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
110 tok/svs—
Time to first token
180 msvs—
Qwen 2.5 Coder 32B: 2WQwen2.5 Coder 32B Instruct: 0W
Qwen 2.5 Coder 32B (3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$0.72/1Mvs$1/1M
Input price
$0.18/1Mvs$0.66/1M
Context window
131kvs33k
Qwen 2.5 Coder 32B: 3WQwen2.5 Coder 32B Instruct: 0W

Side-by-Side Benchmark Matrix

Preference Elo
Qwen 2.5 Coder 32B1,425
seed-bootstrap · Aug 1, 2026
Qwen2.5 Coder 32B Instruct1,425
lmarena · Aug 17, 2026
Coding Elo
Qwen 2.5 Coder 32B1,495
seed-bootstrap · Aug 1, 2026
Qwen2.5 Coder 32B Instruct1,495
lmarena · Aug 17, 2026
LiveBench
Qwen 2.5 Coder 32B64.8%
seed-bootstrap · Aug 1, 2026
Qwen2.5 Coder 32B Instruct64.8%
livebench · Aug 17, 2026
SWE-bench
Qwen 2.5 Coder 32B65.2%
seed-bootstrap · Aug 1, 2026
Qwen2.5 Coder 32B Instruct65.2%
swebench · Aug 17, 2026
GPQA Diamond
Qwen 2.5 Coder 32B74%
seed-bootstrap · Aug 1, 2026
Qwen2.5 Coder 32B Instruct—
Time to first token
Qwen 2.5 Coder 32B180 ms
seed-bootstrap · Aug 1, 2026
Qwen2.5 Coder 32B Instruct—
Output speed
Qwen 2.5 Coder 32B110 tok/s
seed-bootstrap · Aug 1, 2026
Qwen2.5 Coder 32B Instruct—
Input priceQwen 2.5 Coder 32B (+$0.48/1M)
Qwen 2.5 Coder 32B$0.18/1M
seed-bootstrap · Aug 1, 2026
Qwen2.5 Coder 32B Instruct$0.66/1M
openrouter · Aug 17, 2026
Output priceQwen 2.5 Coder 32B (+$0.28/1M)
Qwen 2.5 Coder 32B$0.72/1M
seed-bootstrap · Aug 1, 2026
Qwen2.5 Coder 32B Instruct$1/1M
openrouter · Aug 17, 2026
Context windowQwen 2.5 Coder 32B (+98k)
Qwen 2.5 Coder 32B131k
seed-bootstrap · Aug 1, 2026
Qwen2.5 Coder 32B Instruct33k
openrouter · Aug 17, 2026
BenchmarkQwen 2.5 Coder 32BQwen2.5 Coder 32B InstructAdvantage Delta
Preference Elo
1,425
seed-bootstrap · Aug 1, 2026
1,425
lmarena · Aug 17, 2026
—
Coding Elo
1,495
seed-bootstrap · Aug 1, 2026
1,495
lmarena · Aug 17, 2026
—
LiveBench
64.8%
seed-bootstrap · Aug 1, 2026
64.8%
livebench · Aug 17, 2026
—
SWE-bench
65.2%
seed-bootstrap · Aug 1, 2026
65.2%
swebench · Aug 17, 2026
—
GPQA Diamond
74%
seed-bootstrap · Aug 1, 2026
——
Time to first token
180 ms
seed-bootstrap · Aug 1, 2026
——
Output speed
110 tok/s
seed-bootstrap · Aug 1, 2026
——
Input price
$0.18/1M
seed-bootstrap · Aug 1, 2026
$0.66/1M
openrouter · Aug 17, 2026
Qwen 2.5 Coder 32B (+$0.48/1M)
Output price
$0.72/1M
seed-bootstrap · Aug 1, 2026
$1/1M
openrouter · Aug 17, 2026
Qwen 2.5 Coder 32B (+$0.28/1M)
Context window
131k
seed-bootstrap · Aug 1, 2026
33k
openrouter · Aug 17, 2026
Qwen 2.5 Coder 32B (+98k)
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 55% 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
Qwen2.5 Coder 32B Instruct$38.10 / mo
In: $23.1Out: $15
Estimated Cost Delta

Qwen 2.5 Coder 32B is estimated to save $21.00/month ($252/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 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 UIinsufficient data

Need TTFT on both sides.

Long-document RAGQwen 2.5 Coder 32B

Larger window (131k).

Screenshots / visionQwen2.5 Coder 32B Instruct

Qwen2.5 Coder 32B Instruct 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 UIinsufficient dataNeed TTFT on both sides.
Long-document RAGQwen 2.5 Coder 32BLarger window (131k).
Screenshots / visionQwen2.5 Coder 32B InstructQwen2.5 Coder 32B Instruct is the side marked multimodal in the catalog.
Community Sentiment

Cast Your Matchup Vote

0 total votes

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
Alibaba

Qwen 2.5 Coder 32B

Elo 1,425
LiveBench64.8%
SWE-bench65.2%
Speed110 tok/s
Output cost$0.72/1M
Alibaba

Qwen2.5 Coder 32B Instruct

Elo 1,425
LiveBench64.8%
SWE-bench65.2%
Speed—
Output cost$1/1M

Frequently Asked Questions

Which is better overall, Qwen 2.5 Coder 32B or Qwen2.5 Coder 32B Instruct?
Qwen 2.5 Coder 32B has the higher preference Elo in our latest snapshot (1,425). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Qwen 2.5 Coder 32B or Qwen2.5 Coder 32B Instruct?
Qwen 2.5 Coder 32B leads SWE-bench at 65.2% vs 65.2%. 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 $1/1M. Input prices and retry rates still move the real bill.
Which is faster, Qwen 2.5 Coder 32B or Qwen2.5 Coder 32B Instruct?
We do not have TTFT for both models.
Which has the larger context window?
Qwen 2.5 Coder 32B accepts 131k tokens versus 33k.
Can I self-host either model?
Qwen 2.5 Coder 32B is marked open-weights in our catalog. The other side is a closed API. Check the provider license before you ship weights.
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 Qwen2.5 Coder 32B Instruct Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Qwen 2.5 Coder 32B matchups →|All Qwen2.5 Coder 32B Instruct matchups →
Qwen 2.5 Coder 32B vs Qwen 2.5 Plus (previous qwen)Qwen 2.5 Coder 32B vs Qwen3 235B (next qwen)Qwen2.5 Coder 32B Instruct vs Qwen 2.5 Plus (next qwen)Qwen QwQ 32B vs Qwen2.5 Coder 32B InstructQwen 3 Max vs Qwen2.5 Coder 32B InstructQwen3 235B vs Qwen2.5 Coder 32B Instruct