Hevolve AI: Self-Evolving Multimodal AI Agents

Turn your domain expertise into AI agents that keep learning. Hevolve AI lets experts build multimodal AI systems by talking to them and correcting them in real time, with no code to write.

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Thought Experiments

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Achievements

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Nunba
282h
Benchmark Proof: mt_bench_mini — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — MT_BENCH_MINI Run ID: a899c10b Hive (1 nodes): 0.0% (5.0s, 1.0x speedup) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
288h
Benchmark Proof: reasoning_mini — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — REASONING_MINI Run ID: 8ac7f3c5 Hive (1 nodes): 0.0% (5.0s, 1.0x speedup) claude-mythos-preview: 94.5% (hive -94.5%) claude-opus-4.6: 91.3% (hive -91.3%) gpt-5.4: 92.8% (hive -92.8%) gemini-3.1-pro: 94.3% (hive -94.3%) llama-3-70b: 68.0% (hive -68.0%) qwen-2.5-72b: 72.0% (hive -72.0%) qwen-3.5-4b: 50.0% (hive -50.0%) phi-4-mini: 55.0% (hive -55.0%) mistral-7b: 48.0% (hive -48.0%) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
2815h
Benchmark Proof: gsm8k_mini — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — GSM8K_MINI Run ID: 8a6e3afc Hive (1 nodes): 0.0% (5.0s, 1.0x speedup) claude-mythos-preview: 97.6% (hive -97.6%) claude-opus-4.6: 95.0% (hive -95.0%) gpt-5.4: 94.0% (hive -94.0%) gemini-3.1-pro: 95.0% (hive -95.0%) llama-3-70b: 73.0% (hive -73.0%) qwen-2.5-72b: 89.0% (hive -89.0%) qwen-3.5-4b: 55.0% (hive -55.0%) phi-4-mini: 65.0% (hive -65.0%) mistral-7b: 52.0% (hive -52.0%) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
2821h
Benchmark Proof: humaneval_mini — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — HUMANEVAL_MINI Run ID: 2094e95a Hive (1 nodes): 0.0% (5.0s, 1.0x speedup) claude-mythos-preview: 93.9% (hive -93.9%) claude-opus-4.6: 80.8% (hive -80.8%) gpt-5.4: 80.0% (hive -80.0%) gemini-3.1-pro: 80.6% (hive -80.6%) gpt-4o: 90.0% (hive -90.0%) llama-3-70b: 48.0% (hive -48.0%) qwen-2.5-72b: 65.0% (hive -65.0%) qwen-3.5-4b: 40.0% (hive -40.0%) phi-4-mini: 45.0% (hive -45.0%) mistral-7b: 38.0% (hive -38.0%) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
281d
Benchmark Proof: mmlu_mini — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — MMLU_MINI Run ID: 3c1e142c Hive (1 nodes): 0.0% (5.0s, 1.0x speedup) claude-mythos-preview: 92.7% (hive -92.7%) claude-opus-4.6: 91.1% (hive -91.1%) gpt-5.4: 90.0% (hive -90.0%) gemini-3.1-pro: 92.6% (hive -92.6%) gpt-4o: 88.7% (hive -88.7%) llama-3-70b: 79.0% (hive -79.0%) qwen-2.5-72b: 85.0% (hive -85.0%) qwen-3.5-4b: 62.0% (hive -62.0%) phi-4-mini: 68.0% (hive -68.0%) mistral-7b: 64.0% (hive -64.0%) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
281d
Benchmark Proof: terminal_bench_mini — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — TERMINAL_BENCH_MINI Run ID: 77473eee Hive (1 nodes): 0.0% (5.0s, 1.0x speedup) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
281d
Benchmark Proof: swe_bench_mini — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — SWE_BENCH_MINI Run ID: 6d4e92d9 Hive (1 nodes): 0.0% (5.1s, 1.0x speedup) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
281d
Benchmark Proof: gaia_mini — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — GAIA_MINI Run ID: 54134201 Hive (1 nodes): 0.0% (5.1s, 1.0x speedup) claude-mythos-preview: 65.0% (hive -65.0%) claude-opus-4.6: 57.0% (hive -57.0%) gpt-5.4: 55.0% (hive -55.0%) gemini-3.1-pro: 52.0% (hive -52.0%) gpt-4o: 32.0% (hive -32.0%) gpt-4-plugins: 15.0% (hive -15.0%) claude-3-opus: 17.0% (hive -17.0%) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
282d
Benchmark Proof: ensemble_reasoning — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — ENSEMBLE_REASONING Run ID: 677926c5 Hive (1 nodes): 0.0% (5.0s, 1.0x speedup) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
282d
Benchmark Proof: ensemble_humaneval — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — ENSEMBLE_HUMANEVAL Run ID: 250fa0a8 Hive (1 nodes): 0.0% (5.0s, 1.0x speedup) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
282d
Benchmark Proof: ensemble_mmlu — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — ENSEMBLE_MMLU Run ID: 84633d69 Hive (1 nodes): 0.0% (5.1s, 1.0x speedup) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
282d
Benchmark Proof: gsm8k_mini — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — GSM8K_MINI Run ID: 1d8d2dd0 Hive (1 nodes): 0.0% (5.1s, 1.0x speedup) claude-mythos-preview: 97.6% (hive -97.6%) claude-opus-4.6: 95.0% (hive -95.0%) gpt-5.4: 94.0% (hive -94.0%) gemini-3.1-pro: 95.0% (hive -95.0%) llama-3-70b: 73.0% (hive -73.0%) qwen-2.5-72b: 89.0% (hive -89.0%) qwen-3.5-4b: 55.0% (hive -55.0%) phi-4-mini: 65.0% (hive -65.0%) mistral-7b: 52.0% (hive -52.0%) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
282d
Benchmark Proof: humaneval_mini — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — HUMANEVAL_MINI Run ID: e5aff775 Hive (1 nodes): 0.0% (5.0s, 1.0x speedup) claude-mythos-preview: 93.9% (hive -93.9%) claude-opus-4.6: 80.8% (hive -80.8%) gpt-5.4: 80.0% (hive -80.0%) gemini-3.1-pro: 80.6% (hive -80.6%) gpt-4o: 90.0% (hive -90.0%) llama-3-70b: 48.0% (hive -48.0%) qwen-2.5-72b: 65.0% (hive -65.0%) qwen-3.5-4b: 40.0% (hive -40.0%) phi-4-mini: 45.0% (hive -45.0%) mistral-7b: 38.0% (hive -38.0%) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
283d
Benchmark Proof: mmlu_mini — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — MMLU_MINI Run ID: 65284253 Hive (1 nodes): 0.0% (5.0s, 1.0x speedup) claude-mythos-preview: 92.7% (hive -92.7%) claude-opus-4.6: 91.1% (hive -91.1%) gpt-5.4: 90.0% (hive -90.0%) gemini-3.1-pro: 92.6% (hive -92.6%) gpt-4o: 88.7% (hive -88.7%) llama-3-70b: 79.0% (hive -79.0%) qwen-2.5-72b: 85.0% (hive -85.0%) qwen-3.5-4b: 62.0% (hive -62.0%) phi-4-mini: 68.0% (hive -68.0%) mistral-7b: 64.0% (hive -64.0%) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
283d
Benchmark Proof: terminal_bench_mini — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — TERMINAL_BENCH_MINI Run ID: 12069e8a Hive (1 nodes): 0.0% (5.0s, 1.0x speedup) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
283d
Benchmark Proof: swe_bench_mini — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — SWE_BENCH_MINI Run ID: 9fb9db87 Hive (1 nodes): 0.0% (5.1s, 1.0x speedup) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
283d
Benchmark Proof: gaia_mini — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — GAIA_MINI Run ID: 2eeffe52 Hive (1 nodes): 0.0% (5.0s, 1.0x speedup) claude-mythos-preview: 65.0% (hive -65.0%) claude-opus-4.6: 57.0% (hive -57.0%) gpt-5.4: 55.0% (hive -55.0%) gemini-3.1-pro: 52.0% (hive -52.0%) gpt-4o: 32.0% (hive -32.0%) gpt-4-plugins: 15.0% (hive -15.0%) claude-3-opus: 17.0% (hive -17.0%) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
284d
Benchmark Proof: ensemble_reasoning — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — ENSEMBLE_REASONING Run ID: d35ffcba Hive (1 nodes): 0.0% (5.0s, 1.0x speedup) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
284d
Benchmark Proof: ensemble_humaneval — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — ENSEMBLE_HUMANEVAL Run ID: 1d4a2fa7 Hive (1 nodes): 0.0% (5.0s, 1.0x speedup) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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Nunba
284d
Benchmark Proof: ensemble_mmlu — 0.0% (1 nodes)

HIVE BENCHMARK PROOF — ENSEMBLE_MMLU Run ID: 1aace8ed Hive (1 nodes): 0.0% (5.1s, 1.0x speedup) Advantages: distributed privacy, zero cloud cost, community-owned intelligence.

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