Preference · Lambda

Llama 3 Lambda Base on Arena Elo: score, rank and what it means

Llama 3 Lambda Base scores 1383.4 on Arena Elo, placing it #267 of 600 models in the index. The benchmark average is 1349.9 and the leader is Claude Opus 4.5 Max at 1501.9.

Score
1383.4
0–100 scale
Rank
#267
of 600
Percentile
56th
within the index
Benchmark avg
1349.9
all models
Leader
1501.9
Claude Opus 4.5 Max
Gap to leader
118.5
points

Score distribution

The chart shows the top 10 models on Arena Elo, with Llama 3 Lambda Base highlighted. Longer bars mean higher scores.

Claude Opus 4.5 Max 1501.9
GPT-5.2 Reasoning 1500.4
GPT-5.2 Turbo 1500.3
Claude Opus 4.5 Reasoning 1497.5
GPT-5.2 Max 1495.3
Gemini 3 Pro Turbo 1494.9
Grok 4 Max 1491.4
Claude Opus 4.5 1491.2
GPT-5.1 Pro 1490.0
Grok 4 Reasoning 1487.6

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
2 GPT-5.2 Reasoning OpenAI 1000000 $20.98 87.5
3 GPT-5.2 Turbo OpenAI 1000000 $20.73 87.4
4 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2
5 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
6 Gemini 3 Pro Turbo Google DeepMind 400000 $19.62 86.4
7 Grok 4 Max xAI 2000000 $19.70 86.6
8 Claude Opus 4.5 Anthropic 400000 $19.42 87.7
9 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
10 Grok 4 Reasoning xAI 2000000 $19.67 87.8

What this score means

On Arena Elo, Llama 3 Lambda Base sits at #267 of 600. The leader, Claude Opus 4.5 Max, scores 1501.9, so the gap to the top is 118.5 points. The median model in this index scores 1373.8, which puts Llama 3 Lambda Base above the midpoint.

Lambda models average 1311.2 on this benchmark. Llama 3 Lambda Base is 72.2 points above that provider line, so it is a stronger result than the average Lambda model.

Among open-weight models, the average is 1338.0. Llama 3 Lambda Base is 45.4 points above that group. This is the more useful comparison if you are shortlisting within the same tier rather than across the whole index.

Read a 1383.4 as a relative signal, not an absolute guarantee. Benchmark scores depend on prompt format, evaluation harness and contamination controls. Use this page to narrow the shortlist, then test the model on your own data.

Price context

At $3.19 per million input tokens, Llama 3 Lambda Base is below the median input price of $4.00 across the 600 models scored on Arena Elo. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Hunyuan-Large Base Tencent 200000 $3.64 74.0
Llama 3 Hyperbolic Instruct Hyperbolic 200000 $3.79 76.2
Mistral Small 3 Instruct Mistral AI 32768 $3.97 75.1
Nova Lite Turbo Amazon 8192 $9.14 73.2
Llama 3 Lambda Base Lambda 8192 $3.19 72.9
Llama 3 Lambda Instruct Lambda 32768 $3.92 75.8
Seed-OSS Chat ByteDance 65536 $3.49 74.4

Other benchmarks for Llama 3 Lambda Base

BenchmarkScoreRankPercentileRelative
MMLU-Pro 78.0 242 60th
GPQA Diamond 70.0 262 56th
SWE-bench Verified 59.0 342 43th
HumanEval 75.3 339 44th
MATH-500 76.6 289 52th
AIME 2025 64.6 345 43th
LiveCodeBench 65.7 280 53th
IFEval 82.3 266 56th
TruthfulQA 74.4 344 43th
HellaSwag 85.2 234 61th
MMMU 71.2 266 56th

FAQ

What score does Llama 3 Lambda Base get on Arena Elo?

Llama 3 Lambda Base scores 1383.4 on Arena Elo in this index. The benchmark average is 1349.9 and the top score is 1501.9.

How does Llama 3 Lambda Base rank on Arena Elo?

It ranks #267 of 600 models, in the 56th percentile. The leader is Claude Opus 4.5 Max at 1501.9.

Is Llama 3 Lambda Base good at Arena Elo?

Yes, relative to the index: it is above the median and inside the top half of scores. The result should be read alongside its price and context window.

How is the Arena Elo score calculated?

Arena Elo is a preference benchmark. Scores in this index are modelled estimates on a 0–100 scale (or Elo for Arena), derived from capability tier and benchmark difficulty. They are not official leaderboard results.

What does Llama 3 Lambda Base cost?

Llama 3 Lambda Base costs $3.19 per million input tokens and $14.51 per million output tokens.

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