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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. Llama 3.3 70B vs Qwen3 235B

Pairwise benchmark snapshot · Aug 17, 2026

Llama 3.3 70B vs Qwen3 235B benchmark

In this head-to-head showdown, Qwen3 235B delivers higher overall intelligence and human-preferred responses (Elo 1,440 vs 1,285), while Qwen3 235B leads in SWE-bench software engineering benchmarks (59.4%), while Llama 3.3 70B is more budget-friendly at $0.32/1M 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 Llama 3.3 70B if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
Share Analysis:
WhatsAppTelegramXLinkedInReddit
Meta
Llama 3.3 70B

Previous Meta 70B open-weight workhorse.

Elo 1,285$0.32/1M out
Alibaba
Qwen3 235B

Open-weight Qwen3 mixture-of-experts.

235B MoEElo 1,440$1.8199999999999998/1M out
Top Rival Showdowns for Llama 3.3 70B
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference Leader

Qwen3 235B

Δ 155 Arena Elo pts

Throughput Leader

Llama 3.3 70B

140 tok/s

Value per Dollar Leader

Llama 3.3 70B

$0.32 / 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 AdvantageQwen3 235B 3/6
Head-to-Head Comparison

Overall Matchup Breakdown

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

Llama 3.3 70B (4)vsQwen3 235B (4)
Llama 3.3 70B: 4W (50%)Overall: Even matchupQwen3 235B: 4W (50%)
← Llama 3.3 70B1 tiesQwen3 235B →
Qwen3 235B (4/5)

Intelligence & Reasoning

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

Preference Elo
1,285vs1,440
Coding Elo
—vs—
SWE-bench
45.1%vs59.4%
LiveBench
49.8%vs63.5%
GPQA Diamond
65.7%vs76.8%
Llama 3.3 70B: 0WQwen3 235B: 4W
Llama 3.3 70B (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
140 tok/svs74 tok/s
Time to first token
160 msvs320 ms
Llama 3.3 70B: 2WQwen3 235B: 0W
Llama 3.3 70B (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$0.32/1Mvs$1.82/1M
Input price
$0.1/1Mvs$0.455/1M
Context window
131kvs131k
Llama 3.3 70B: 2WQwen3 235B: 0W

Side-by-Side Benchmark Matrix

Preference EloQwen3 235B (+155)
Llama 3.3 70B1,285
lmarena · Aug 17, 2026
Qwen3 235B1,440
lmarena · Aug 17, 2026
LiveBenchQwen3 235B (+13.7%)
Llama 3.3 70B49.8%
livebench · Aug 17, 2026
Qwen3 235B63.5%
livebench · Aug 17, 2026
SWE-benchQwen3 235B (+14.3%)
Llama 3.3 70B45.1%
swebench · Aug 17, 2026
Qwen3 235B59.4%
swebench · Aug 17, 2026
GPQA DiamondQwen3 235B (+11.1%)
Llama 3.3 70B65.7%
seed-bootstrap · Aug 1, 2026
Qwen3 235B76.8%
seed-bootstrap · Aug 1, 2026
Time to first tokenLlama 3.3 70B (+160 ms)
Llama 3.3 70B160 ms
seed-bootstrap · Aug 1, 2026
Qwen3 235B320 ms
seed-bootstrap · Aug 1, 2026
Output speedLlama 3.3 70B (+66 tok/s)
Llama 3.3 70B140 tok/s
seed-bootstrap · Aug 1, 2026
Qwen3 235B74 tok/s
seed-bootstrap · Aug 1, 2026
Input priceLlama 3.3 70B (+$0.355/1M)
Llama 3.3 70B$0.1/1M
openrouter · Aug 17, 2026
Qwen3 235B$0.455/1M
openrouter · Aug 17, 2026
Output priceLlama 3.3 70B (+$1.5/1M)
Llama 3.3 70B$0.32/1M
openrouter · Aug 17, 2026
Qwen3 235B$1.82/1M
openrouter · Aug 17, 2026
Context window
Llama 3.3 70B131k
openrouter · Aug 17, 2026
Qwen3 235B131k
openrouter · Aug 17, 2026
BenchmarkLlama 3.3 70BQwen3 235BAdvantage Delta
Preference Elo
1,285
lmarena · Aug 17, 2026
1,440
lmarena · Aug 17, 2026
Qwen3 235B (+155)
LiveBench
49.8%
livebench · Aug 17, 2026
63.5%
livebench · Aug 17, 2026
Qwen3 235B (+13.7%)
SWE-bench
45.1%
swebench · Aug 17, 2026
59.4%
swebench · Aug 17, 2026
Qwen3 235B (+14.3%)
GPQA Diamond
65.7%
seed-bootstrap · Aug 1, 2026
76.8%
seed-bootstrap · Aug 1, 2026
Qwen3 235B (+11.1%)
Time to first token
160 ms
seed-bootstrap · Aug 1, 2026
320 ms
seed-bootstrap · Aug 1, 2026
Llama 3.3 70B (+160 ms)
Output speed
140 tok/s
seed-bootstrap · Aug 1, 2026
74 tok/s
seed-bootstrap · Aug 1, 2026
Llama 3.3 70B (+66 tok/s)
Input price
$0.1/1M
openrouter · Aug 17, 2026
$0.455/1M
openrouter · Aug 17, 2026
Llama 3.3 70B (+$0.355/1M)
Output price
$0.32/1M
openrouter · Aug 17, 2026
$1.82/1M
openrouter · Aug 17, 2026
Llama 3.3 70B (+$1.5/1M)
Context window
131k
openrouter · Aug 17, 2026
131k
openrouter · Aug 17, 2026
—
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 81% with Llama 3.3 70B
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Llama 3.3 70B$8.30 / mo
In: $3.5Out: $4.8
Qwen3 235B$43.22 / mo
In: $15.92Out: $27.3
Estimated Cost Delta

Llama 3.3 70B is estimated to save $34.93/month ($419/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Qwen3 235B:Pick Qwen3 235B when repo-level coding accuracy is the constraint.
  • 2
    Llama 3.3 70B:Pick Llama 3.3 70B when you are optimizing output cost.
  • 3
    Llama 3.3 70B:Pick Llama 3.3 70B when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsQwen3 235B

Higher SWE-bench (59.4%).

High-volume chatLlama 3.3 70B

Lower output list price ($0.32/1M).

Voice / low-latency UILlama 3.3 70B

Lower TTFT (160 ms).

Long-document RAGLlama 3.3 70B

Larger window (131k).

Screenshots / visionQwen3 235B

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

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsQwen3 235BHigher SWE-bench (59.4%).
High-volume chatLlama 3.3 70BLower output list price ($0.32/1M).
Voice / low-latency UILlama 3.3 70BLower TTFT (160 ms).
Long-document RAGLlama 3.3 70BLarger 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.

launchDec 6, 2024

Llama 3.3 70B stays as the previous Meta 70B workhorse

Dec 2024 instruct 70B. Still a self-host baseline. Llama 4 is the 2026 buy.

Community Sentiment

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
Meta

Llama 3.3 70B

Elo 1,285
LiveBench49.8%
SWE-bench45.1%
Speed140 tok/s
Output cost$0.32/1M
Alibaba

Qwen3 235B

Elo 1,440
LiveBench63.5%
SWE-bench59.4%
Speed74 tok/s
Output cost$1.82/1M

Frequently Asked Questions

Which is better overall, Llama 3.3 70B 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, Llama 3.3 70B or Qwen3 235B?
Qwen3 235B leads SWE-bench at 59.4% vs 45.1%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Llama 3.3 70B output tokens are $0.32/1M versus $1.82/1M. Input prices and retry rates still move the real bill.
Which is faster, Llama 3.3 70B or Qwen3 235B?
Llama 3.3 70B has the lower time-to-first-token (160 ms vs 320 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Llama 3.3 70B accepts 131k tokens versus 131k.
Can I self-host either model?
Both Llama 3.3 70B 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. Llama 3.3 70B 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

  • launch · Dec 6, 2024

    Llama 3.3 70B stays as the previous Meta 70B workhorse

Similar Head-to-Head Comparisons

All Llama 3.3 70B matchups →|All Qwen3 235B matchups →
Llama 3.3 70B vs Llama 3.1 70B (previous llama)Llama 3.3 70B vs Llama 4 Maverick (next llama)Qwen3 235B vs Qwen 2.5 Coder 32B (previous qwen)Qwen3 235B vs Qwen QwQ 32B (next qwen)Llama 4 Maverick vs Qwen3 235BQwen 3 Max vs Qwen3 235B