Coding · Novita AI

Llama 3 Novita Chat on SWE-bench Verified: score, rank and what it means

Llama 3 Novita Chat scores 61.6 on SWE-bench Verified, placing it #290 of 600 models in the index. The benchmark average is 57.5 and the leader is GPT-5.2 Pro at 81.7.

Score
61.6
0–100 scale
Rank
#290
of 600
Percentile
52th
within the index
Benchmark avg
57.5
all models
Leader
81.7
GPT-5.2 Pro
Gap to leader
20.1
points

Score distribution

The chart shows the top 10 models on SWE-bench Verified, with Llama 3 Novita Chat highlighted. Longer bars mean higher scores.

GPT-5.2 Pro 81.7
Claude Opus 4.5 Pro 81.1
GPT-5.2 Max 80.5
Claude Sonnet 4.5 Max 80.2
GPT-5.2 80.2
GPT-5.1 Pro 80.1
o4 Max 79.8
Claude Sonnet 4.5 Reasoning 79.6
Claude Opus 4.5 Max 79.5
Claude Opus 4.5 Reasoning 79.5

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 GPT-5.2 Pro OpenAI 2000000 $21.32 89.6
2 Claude Opus 4.5 Pro Anthropic 200000 $20.98 89.1
3 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
4 Claude Sonnet 4.5 Max Anthropic 1000000 $19.90 87.2
5 GPT-5.2 OpenAI 2000000 $19.71 88.0
6 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
7 o4 Max OpenAI 2000000 $19.51 86.2
8 Claude Sonnet 4.5 Reasoning Anthropic 400000 $19.48 87.7
9 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
10 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2

What this score means

On SWE-bench Verified, Llama 3 Novita Chat sits at #290 of 600. The leader, GPT-5.2 Pro, scores 81.7, so the gap to the top is 20.1 points. The median model in this index scores 61.0, which puts Llama 3 Novita Chat above the midpoint.

Novita AI models average 51.5 on this benchmark. Llama 3 Novita Chat is 10.1 points above that provider line, so it is a stronger result than the average Novita AI model.

Among multimodal models, the average is 66.4. Llama 3 Novita Chat is 4.8 points below that group. This is the more useful comparison if you are shortlisting within the same tier rather than across the whole index.

Read a 61.6 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 $3.50 per million input tokens, Llama 3 Novita Chat is below the median input price of $4.00 across the 600 models scored on SWE-bench Verified. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Nova Lite Pro Amazon 200000 $9.69 74.1
Reka Flash Pro Reka AI 200000 $10.82 75.2
Fusion Reasoning OpenRouter 65536 $8.59 72.2
GLM-4.5 Base Zhipu AI 32768 $3.99 74.9
Llama 3 Novita Chat Novita AI 65536 $3.50 74.2
Mistral Small 3 Chat Mistral AI 200000 $3.54 73.7
Gemini 3 Flash Mini Google DeepMind 200000 $10.71 76.0

Other benchmarks for Llama 3 Novita Chat

BenchmarkScoreRankPercentileRelative
MMLU-Pro 76.5 291 52th
GPQA Diamond 69.8 271 55th
HumanEval 77.8 291 52th
MATH-500 76.1 296 51th
AIME 2025 72.0 219 64th
LiveCodeBench 66.5 263 56th
IFEval 82.1 274 54th
TruthfulQA 78.9 223 63th
HellaSwag 83.5 306 49th
MMMU 71.5 256 57th
Arena Elo 1368.4 324 46th

FAQ

What score does Llama 3 Novita Chat get on SWE-bench Verified?

Llama 3 Novita Chat scores 61.6 on SWE-bench Verified in this index. The benchmark average is 57.5 and the top score is 81.7.

How does Llama 3 Novita Chat rank on SWE-bench Verified?

It ranks #290 of 600 models, in the 52nd percentile. The leader is GPT-5.2 Pro at 81.7.

Is Llama 3 Novita Chat good at SWE-bench Verified?

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 SWE-bench Verified score calculated?

SWE-bench Verified is a coding 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 Novita Chat cost?

Llama 3 Novita Chat costs $3.50 per million input tokens and $17.98 per million output tokens.

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