TuRTLe Spec-to-RTL (Verilator)

TuRTLe leaderboard variant for spec-to-RTL generation evaluated with Verilator across VerilogEval S2R and RTLLM.

44rows
aggregated_scoreprimary metric
2026-05-06sampled

Metadata

Metrics

Aggregated Score, Syntax, Functionality, Synthesis, Power, Performance, Area

Latest Results

Rank Subject Aggregated Score Model Match Provenance Sampled
1 Gemma-4-31B-it 79.83 Gemma 4 31B
google-gemma-4-31b-it
Imported 2026-05-06
2 Kimi-K2.5 79.73 KIMI MoonshotAI: Kimi K2.5
moonshotai-kimi-k2.5
Imported 2026-05-06
3 GLM-5-FP8 78.17 GLM GLM 5
z-ai-glm-5
Imported 2026-05-06
4 DeepSeek R1-0528 75.83 R1 0528
deepseek-deepseek-r1-0528
Imported 2026-05-06
5 DeepSeek R1 75.78 R1
deepseek-r1
Imported 2026-05-06
6 DeepSeek V3.1 Terminus 71.35 DeepSeek V3.1 Terminus
deepseek-deepseek-v3.1-terminus
Imported 2026-05-06
7 gpt-oss-120b 70.18 gpt-oss-120b
openai-gpt-oss-120b
Imported 2026-05-06
8 Qwen3 236B A22B 69.17 Qwen3 235B A22B
qwen-qwen3-235b-a22b
Imported 2026-05-06
9 Kimi K2 Instruct 0905 67.80 KIMI MoonshotAI: Kimi K2 0905
moonshotai-kimi-k2-0905
Imported 2026-05-06
10 Seed-OSS-36B 67.75 Imported 2026-05-06
11 QwQ 32B 63.75 Imported 2026-05-06
12 Gemini 2.5 Flash (Medium) 63.27 Gemini 2.5 Flash
google-gemini-2.5-flash
Imported 2026-05-06
13 gpt-oss-20b 63.20 gpt-oss-20b
openai-gpt-oss-20b
Imported 2026-05-06
14 InCoder-32B 62.22 Imported 2026-05-06
15 InCoder-32B-Thinking 62.21 Imported 2026-05-06
16 Qwen3 Coder 480B A35B 61.46 Qwen3 Coder 480B A35B
qwen-qwen3-coder
Imported 2026-05-06
17 Qwen2.5 32B 53.20 Imported 2026-05-06
18 OriGen 52.85 Imported 2026-05-06
19 Llama 3.1 405B 52.08 Imported 2026-05-06
20 SeedCoder 8B 52.04 Imported 2026-05-06
21 Qwen2.5 72B 51.72 Qwen2.5 72B Instruct
qwen-qwen-2.5-72b-instruct
Imported 2026-05-06
22 Hermes-4-14B-Reasoning 50.57 Imported 2026-05-06
23 Qwen3-8B 46.23 Qwen3 8B
qwen-qwen3-8b
Imported 2026-05-06
24 QwenCoder 2.5 32B 45.72 Imported 2026-05-06
25 HaVen-CodeQwen 44.57 Imported 2026-05-06
26 Hermes-4-14B 44.04 Imported 2026-05-06
27 SeedCoder 8B Reasoning 43.41 Imported 2026-05-06
28 Magistral Small 2506 41.02 Imported 2026-05-06
29 StarChat2 15B v0.1 40.20 Imported 2026-05-06
30 Llama 3.(1-3) 70B 40.06 Imported 2026-05-06
31 QwenCoder 2.5 14B 39.39 Imported 2026-05-06
32 RTLCoder DeepSeek 38.48 Imported 2026-05-06
33 CodeV R1 Distill Qwen 7B 37.26 Imported 2026-05-06
34 CodeLlama 70B 34.55 Imported 2026-05-06
35 DeepSeek Coder 6.7B 34.14 Imported 2026-05-06
36 OpenCoder 8B 30.45 Imported 2026-05-06
37 DeepSeek Coder 33B 27.93 Imported 2026-05-06
38 DeepCoder 14B 27.06 Imported 2026-05-06
39 DeepSeek R1 Distill Qwen 14B 22.93 Imported 2026-05-06
40 RTLCoder Mistral 22.64 Imported 2026-05-06
41 CodeV-QW-7B 21.70 Imported 2026-05-06
42 CodeV-DS-6.7B 19.28 Imported 2026-05-06
43 CodeV-CL-7B 15.32 Imported 2026-05-06
44 QwenCoder 2.5 7B 14.91 Imported 2026-05-06