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

Pareto Code Router vs Qwen 2.5 Plus benchmark

Name: Pareto Code Router vs Qwen 2.5 Plus AI benchmark comparison
Creator: CompareLLM
License: https://creativecommons.org/licenses/by/4.0/

In this head-to-head showdown, Pareto Code Router is more budget-friendly at $-1,000,000/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Share Analysis:Share:

WhatsApp Telegram X LinkedIn

Executive Verdict Summary

Pareto Code Router holds empirical advantage (3 of 3 metrics)

Coding / SWESWE-bench

Qwen 2.5 PlusTop code solve rate

ReasoningGPQA / Live

Qwen 2.5 PlusTop logical accuracy

Best Value$/1M Tok

Pareto Code RouterLowest API billing cost

Speed / TokTok/Sec

Qwen 2.5 PlusFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

Pareto Code Router (3)Qwen 2.5 Plus (0)

Pareto Code Router

3 of 3 Wins

✓Input price✓Output price✓Context window

Qwen 2.5 Plus

0 of 3 Wins

Competitive baseline across remaining benchmarks

openrouter

Leads 3 of 3

Pareto Code Router

Auto-discovered from OpenRouter (openrouter/pareto-code). Preview until a second source matches.

In: $-1,000,000 · Out: $-1,000,000/1M

Alibaba

Qwen 2.5 Plus

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

Elo 1,445In: $0.25 · Out: $1/1M

Top Rival Showdowns for Pareto Code Router

All Matchups

Compare vs:vs Claude Opus 4.5 vs GPT-5 vs Gemini 3 Pro vs Grok 4.6 vs DeepSeek V4 Pro

Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar LeaderPareto Code Router Wins

Pareto Code Router

$-1000000 / 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 standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect

0–100 %ile

Overall Matchup Breakdown

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

Pareto Code Router (3)vsQwen 2.5 Plus (7)

Pareto Code Router: 3W (30%)Qwen 2.5 Plus: 7W (70%)

← Pareto Code RouterQwen 2.5 Plus →

🏆Qwen 2.5 Plus Leads(5/5)

Intelligence & Reasoning

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

Benchmark

Pareto Code RoutervsQwen 2.5 Plus

Preference Elo

—vs1,445

Coding Elo

—vs1,460

SWE-bench

—vs59.2%

LiveBench

—vs63.5%

GPQA Diamond

—vs75.8%

Pareto Code Router: 0WQwen 2.5 Plus: 5W

🏆Qwen 2.5 Plus Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark

Pareto Code RoutervsQwen 2.5 Plus

Output speed

—vs110 tok/s

Time to first token

—vs180 ms

Pareto Code Router: 0WQwen 2.5 Plus: 2W

🏆Pareto Code Router Leads(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark

Pareto Code RoutervsQwen 2.5 Plus

Output price

$-1,000,000/1Mvs$1/1M+$1,000,001/1M

Input price

$-1,000,000/1Mvs$0.25/1M+$1,000,000/1M

Context window

2Mvs128k+1.9M

Pareto Code Router: 3WQwen 2.5 Plus: 0W

Side-by-Side Benchmark Matrix

Pareto Code RouterQwen 2.5 Plus

Preference Elo

Pareto Code Router—

Qwen 2.5 Plus1,445

Coding Elo

Pareto Code Router—

Qwen 2.5 Plus1,460

LiveBench

Pareto Code Router—

Qwen 2.5 Plus63.5%

SWE-bench

Pareto Code Router—

Qwen 2.5 Plus59.2%

GPQA Diamond

Pareto Code Router—

Qwen 2.5 Plus75.8%

Time to first token

Pareto Code Router—

Qwen 2.5 Plus180 ms

Output speed

Pareto Code Router—

Qwen 2.5 Plus110 tok/s

Input pricePareto Code Router +$1,000,000/1M

Pareto Code Router$-1,000,000/1M

Qwen 2.5 Plus$0.25/1M

Output pricePareto Code Router +$1,000,001/1M

Pareto Code Router$-1,000,000/1M

Qwen 2.5 Plus$1/1M

Context windowPareto Code Router +1.9M

Pareto Code Router2M

Qwen 2.5 Plus128k

Benchmark	Pareto Code Router	Qwen 2.5 Plus	Advantage Delta
Preference Elo	—	1,445 lmarena · Aug 17, 2026	—
Coding Elo	—	1,460 lmarena · Aug 17, 2026	—
LiveBench	—	63.5% livebench · Aug 17, 2026	—
SWE-bench	—	59.2% swebench · Aug 17, 2026	—
GPQA Diamond	—	75.8% 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	$-1,000,000/1M openrouter · Aug 17, 2026	$0.25/1M seed-bootstrap · Aug 1, 2026	+$1,000,000/1M
Output price	$-1,000,000/1M openrouter · Aug 17, 2026	$1/1M seed-bootstrap · Aug 1, 2026	+$1,000,001/1M
Context window	2M openrouter · Aug 17, 2026	128k seed-bootstrap · Aug 1, 2026	+1.9M

Key Selection Recommendations

1
Pareto Code Router:Pick Pareto Code Router when you are optimizing output cost.
2
Pareto Code Router:Pick Pareto Code Router for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatPareto Code Router

Lower output list price ($-1,000,000/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGPareto Code Router

Larger window (2M).

Screenshots / visionQwen 2.5 Plus

Qwen 2.5 Plus is the side marked multimodal in the catalog.

Target Workload	Recommended Pick	Evaluation Rationale
Repo / coding agents	insufficient data	Need SWE-bench on both sides.
High-volume chat	Pareto Code Router	Lower output list price ($-1,000,000/1M).
Voice / low-latency UI	insufficient data	Need TTFT on both sides.
Long-document RAG	Pareto Code Router	Larger window (2M).
Screenshots / vision	Qwen 2.5 Plus	Qwen 2.5 Plus is the side marked multimodal in the catalog.

Cast Your Matchup Vote

0 total votes

Community Discussions (0)

No comments posted on this matchup yet. Be the first to share an evaluation note!

Social Share Card Preview

Dynamic OpenGraph banner generated at /compare/pareto-code-vs-qwen-2-5-plus/opengraph-image

Save PNG

CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK

openrouter

Pareto Code Router

Elo n/a

SWE-bench—

Speed (tok/s)2M

Input / 1M Tokens$-1,000,000/1M

Output / 1M Tokens$-1,000,000/1M

Alibaba

Qwen 2.5 Plus

Elo 1,445

SWE-bench59.2%

Speed (tok/s)110 tok/s

Input / 1M Tokens$0.25/1M

Output / 1M Tokens$1/1M

Frequently Asked Questions

Which is better overall, Pareto Code Router or Qwen 2.5 Plus?: 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, Pareto Code Router or Qwen 2.5 Plus?: 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?: Pareto Code Router output tokens are $-1,000,000/1M versus $1/1M. Input prices and retry rates still move the real bill.
Which is faster, Pareto Code Router or Qwen 2.5 Plus?: We do not have TTFT for both models.
Which has the larger context window?: Pareto Code Router accepts 2M 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. Pareto Code Router and Qwen 2.5 Plus Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Pareto Code Router matchups →|All Qwen 2.5 Plus matchups →

Qwen 2.5 Plus vs Qwen2.5 Coder 32B Instruct (previous qwen)Qwen 2.5 Plus vs Qwen 2.5 Coder 32B (next qwen)Qwen 3 Max vs Qwen 2.5 Plus Qwen QwQ 32B vs Qwen 2.5 Plus Claude Opus 4.5 vs Qwen 2.5 Plus Claude Opus 4.6 vs Qwen 2.5 Plus

Capability Percentiles

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

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect

0–100 %ile

Side-by-Side Benchmark Matrix

Pareto Code RouterQwen 2.5 Plus

Preference Elo

Pareto Code Router—

Qwen 2.5 Plus1,445

Coding Elo

Pareto Code Router—

Qwen 2.5 Plus1,460

LiveBench

Pareto Code Router—

Qwen 2.5 Plus63.5%

SWE-bench

Pareto Code Router—

Qwen 2.5 Plus59.2%

GPQA Diamond

Pareto Code Router—

Qwen 2.5 Plus75.8%

Time to first token

Pareto Code Router—

Qwen 2.5 Plus180 ms

Output speed

Pareto Code Router—

Qwen 2.5 Plus110 tok/s

Input pricePareto Code Router +$1,000,000/1M

Pareto Code Router$-1,000,000/1M

Qwen 2.5 Plus$0.25/1M

Output pricePareto Code Router +$1,000,001/1M

Pareto Code Router$-1,000,000/1M

Qwen 2.5 Plus$1/1M

Context windowPareto Code Router +1.9M

Pareto Code Router2M

Qwen 2.5 Plus128k

Benchmark

Pareto Code Router

Qwen 2.5 Plus

Advantage Delta

Preference Elo

—

1,445

lmarena · Aug 17, 2026

—

Coding Elo

—

1,460

lmarena · Aug 17, 2026

—

LiveBench

—

63.5%

livebench · Aug 17, 2026

—

SWE-bench

—

59.2%

swebench · Aug 17, 2026

—

GPQA Diamond

—

75.8%

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

$-1,000,000/1M

openrouter · Aug 17, 2026

$0.25/1M

seed-bootstrap · Aug 1, 2026

+$1,000,000/1M

Output price

$-1,000,000/1M

openrouter · Aug 17, 2026

$1/1M

seed-bootstrap · Aug 1, 2026

+$1,000,001/1M

Context window

openrouter · Aug 17, 2026

128k

seed-bootstrap · Aug 1, 2026

+1.9M

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatPareto Code Router

Lower output list price ($-1,000,000/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGPareto Code Router

Larger window (2M).

Screenshots / visionQwen 2.5 Plus

Qwen 2.5 Plus is the side marked multimodal in the catalog.

Target Workload	Recommended Pick	Evaluation Rationale
Repo / coding agents	insufficient data	Need SWE-bench on both sides.
High-volume chat	Pareto Code Router	Lower output list price ($-1,000,000/1M).
Voice / low-latency UI	insufficient data	Need TTFT on both sides.
Long-document RAG	Pareto Code Router	Larger window (2M).
Screenshots / vision	Qwen 2.5 Plus	Qwen 2.5 Plus is the side marked multimodal in the catalog.

Frequently Asked Questions

Which is better overall, Pareto Code Router or Qwen 2.5 Plus?

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, Pareto Code Router or Qwen 2.5 Plus?

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?

Pareto Code Router output tokens are $-1,000,000/1M versus $1/1M. Input prices and retry rates still move the real bill.

Which is faster, Pareto Code Router or Qwen 2.5 Plus?

We do not have TTFT for both models.

Which has the larger context window?

Pareto Code Router accepts 2M 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. Pareto Code Router and Qwen 2.5 Plus Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.