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Precision Benchmarks

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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 Yi-Lightning

Pairwise benchmark snapshot · Aug 17, 2026

Llama 3.3 70B vs Yi-Lightning benchmark

In this head-to-head showdown, Yi-Lightning delivers higher overall intelligence and human-preferred responses (Elo 1,475 vs 1,285), while Yi-Lightning leads in SWE-bench software engineering benchmarks (63.4%), while Yi-Lightning is more budget-friendly at $0.14/1M per 1M output tokens, while Llama 3.3 70B provides faster response streaming (140 tok/s). Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Yi-Lightning holds the advantage over Llama 3.3 70B in overall benchmark performance and human evaluation rankings. Choose Yi-Lightning for demanding workloads, or review the breakdown below to compare coding and pricing metrics.
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Executive Verdict Summary

Yi-Lightning holds empirical advantage (6 of 9 metrics)

Coding / SWESWE-bench
Yi-LightningTop code solve rate
ReasoningGPQA / Live
Yi-LightningTop logical accuracy
Best Value$/1M Tok
Yi-LightningLowest API billing cost
Speed / TokTok/Sec
Llama 3.3 70BFastest stream rate

Verified Advantage Breakdown

9 benchmarks evaluated across capability, speed, and cost

Llama 3.3 70B (3)Yi-Lightning (6)
Llama 3.3 70B
3 of 9 Wins
✓Output speed✓Input price✓Context window
Yi-Lightning
6 of 9 Wins
✓Preference Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Time to first token✓Output price
Meta
Leads 3 of 9
Llama 3.3 70B

Previous Meta 70B open-weight workhorse.

Elo 1,285In: $0.1 · Out: $0.32/1M
01.AI
Leads 6 of 9
Yi-Lightning

01.AI ultra-fast reasoning model delivering top LiveBench efficiency.

LightningElo 1,475In: $0.14 · Out: $0.14/1M
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 LeaderYi-Lightning Wins

Yi-Lightning

Δ 190 Arena Elo pts

Throughput LeaderLlama 3.3 70B Wins

Llama 3.3 70B

140 tok/s

Value per Dollar LeaderYi-Lightning Wins

Yi-Lightning

$0.14 / 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.

Llama 3.3 70B (3)vsYi-Lightning (7)
Llama 3.3 70B: 3W (30%)Overall: Yi-LightningYi-Lightning: 7W (70%)
← Llama 3.3 70BYi-Lightning →
🏆Yi-Lightning Leads(5/5)

Intelligence & Reasoning

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

Benchmark
Llama 3.3 70BvsYi-Lightning
Preference Elo
1,285vs1,475+190
Coding Elo
—vs1,480
SWE-bench
45.1%vs63.4%+18.3%
LiveBench
49.8%vs65%+15.2%
GPQA Diamond
65.7%vs78%+12.3%
Llama 3.3 70B: 0WYi-Lightning: 5W
Tied (1-1)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Llama 3.3 70BvsYi-Lightning
Output speed
140 tok/svs130 tok/s+10 tok/s
Time to first token
160 msvs150 ms+10 ms
Llama 3.3 70B: 1WYi-Lightning: 1W
🏆Llama 3.3 70B Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Llama 3.3 70BvsYi-Lightning
Output price
$0.32/1Mvs$0.14/1M+$0.18/1M
Input price
$0.1/1Mvs$0.14/1M+$0.04/1M
Context window
131kvs16k+115k
Llama 3.3 70B: 2WYi-Lightning: 1W

Side-by-Side Benchmark Matrix

Llama 3.3 70BYi-Lightning
Preference EloYi-Lightning +190
Llama 3.3 70B1,285
Yi-Lightning1,475
Coding Elo
Llama 3.3 70B—
Yi-Lightning1,480
LiveBenchYi-Lightning +15.2%
Llama 3.3 70B49.8%
Yi-Lightning65%
SWE-benchYi-Lightning +18.3%
Llama 3.3 70B45.1%
Yi-Lightning63.4%
GPQA DiamondYi-Lightning +12.3%
Llama 3.3 70B65.7%
Yi-Lightning78%
Time to first tokenYi-Lightning +10 ms
Llama 3.3 70B160 ms
Yi-Lightning150 ms
Output speedLlama 3.3 70B +10 tok/s
Llama 3.3 70B140 tok/s
Yi-Lightning130 tok/s
Input priceLlama 3.3 70B +$0.04/1M
Llama 3.3 70B$0.1/1M
Yi-Lightning$0.14/1M
Output priceYi-Lightning +$0.18/1M
Llama 3.3 70B$0.32/1M
Yi-Lightning$0.14/1M
Context windowLlama 3.3 70B +115k
Llama 3.3 70B131k
Yi-Lightning16k
BenchmarkLlama 3.3 70BYi-LightningAdvantage Delta
Preference Elo
1,285
lmarena · Aug 17, 2026
1,475
lmarena · Aug 17, 2026
+190
Coding Elo—
1,480
lmarena · Aug 17, 2026
—
LiveBench
49.8%
livebench · Aug 17, 2026
65%
livebench · Aug 17, 2026
+15.2%
SWE-bench
45.1%
swebench · Aug 17, 2026
63.4%
swebench · Aug 17, 2026
+18.3%
GPQA Diamond
65.7%
seed-bootstrap · Aug 1, 2026
78%
seed-bootstrap · Aug 1, 2026
+12.3%
Time to first token
160 ms
seed-bootstrap · Aug 1, 2026
150 ms
seed-bootstrap · Aug 1, 2026
+10 ms
Output speed
140 tok/s
seed-bootstrap · Aug 1, 2026
130 tok/s
seed-bootstrap · Aug 1, 2026
+10 tok/s
Input price
$0.1/1M
openrouter · Aug 17, 2026
$0.14/1M
seed-bootstrap · Aug 1, 2026
+$0.04/1M
Output price
$0.32/1M
openrouter · Aug 17, 2026
$0.14/1M
seed-bootstrap · Aug 1, 2026
+$0.18/1M
Context window
131k
openrouter · Aug 17, 2026
16k
seed-bootstrap · Aug 1, 2026
+115k

Workload Cost & Savings Calculator

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

Save 16% with Yi-Lightning
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
Yi-Lightning$7.00 / mo
In: $4.9Out: $2.1
Estimated Cost Delta

Yi-Lightning is estimated to save $1.30/month ($16/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

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

Recommended Workload Routing

Repo / coding agentsYi-Lightning

Higher SWE-bench (63.4%).

High-volume chatYi-Lightning

Lower output list price ($0.14/1M).

Voice / low-latency UIYi-Lightning

Lower TTFT (150 ms).

Long-document RAGLlama 3.3 70B

Larger window (131k).

Screenshots / visionYi-Lightning

Yi-Lightning is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsYi-LightningHigher SWE-bench (63.4%).
High-volume chatYi-LightningLower output list price ($0.14/1M).
Voice / low-latency UIYi-LightningLower TTFT (150 ms).
Long-document RAGLlama 3.3 70BLarger window (131k).
Screenshots / visionYi-LightningYi-Lightning is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
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.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Meta

Llama 3.3 70B

Elo 1,285
SWE-bench45.1%
Speed (tok/s)140 tok/s
Input / 1M Tokens$0.1/1M
Output / 1M Tokens$0.32/1M
01.AI

Yi-Lightning

Elo 1,475
SWE-bench63.4%
Speed (tok/s)130 tok/s
Input / 1M Tokens$0.14/1M
Output / 1M Tokens$0.14/1M

Frequently Asked Questions

Which is better overall, Llama 3.3 70B or Yi-Lightning?
Yi-Lightning has the higher preference Elo in our latest snapshot (1,475). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Llama 3.3 70B or Yi-Lightning?
Yi-Lightning leads SWE-bench at 63.4% vs 45.1%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Yi-Lightning output tokens are $0.14/1M versus $0.32/1M. Input prices and retry rates still move the real bill.
Which is faster, Llama 3.3 70B or Yi-Lightning?
Yi-Lightning has the lower time-to-first-token (150 ms vs 160 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 16k.
Can I self-host either model?
Llama 3.3 70B 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. Llama 3.3 70B and Yi-Lightning Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • 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 Yi-Lightning matchups →
Llama 3.3 70B vs Llama 3.1 70B (previous llama)Llama 3.3 70B vs Llama 4 Maverick (next llama)Yi-Lightning vs Yi-Large (previous other)Yi-Lightning vs Ernie 4.5 Turbo (next other)Llama 4 Maverick vs Yi-LightningLlama 3.1 405B vs Llama 3.3 70B