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llamaIndex - 💡(How to fix) Fix Bench'd Independent Benchmark Results for LlamaIndex Memory [1 participants]

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run-llama/llama_index#21645•Fetched 2026-05-14 03:28:50
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  • 8 systems independently scored under identical conditions
  • Every run is cryptographically signed
  • Harness is open source: github.com/benchdai/harness

Root Cause

  • 8 systems independently scored under identical conditions
  • Every run is cryptographically signed
  • Harness is open source: github.com/benchdai/harness
RAW_BUFFERClick to expand / collapse

Hi team! We're Bench'd — an independent benchmark platform for AI memory systems.

We ran LlamaIndex Memory through our benchmark suite.

Results

BenchmarkScoreQuestionsStatus
LongMemEval v1.059.0%500Verified
Reliability v1.056.0%25Verified

Per-dimension (LongMemEval): Recall 76.3% · Temporal 50.2% · Reasoning 52.6%

LlamaIndex tied for #1 across all systems we've tested, beating the LLM baseline (57.6%).

Full results: benchd.ai/system/llamaindex-memory

Context

  • 8 systems independently scored under identical conditions
  • Every run is cryptographically signed
  • Harness is open source: github.com/benchdai/harness

Run it yourself

```bash pip install benchd-harness benchd run -a llamaindex-memory -b longmemeval-v1 --judge --key ./keys/private.key ```

Bench'd — the neutral benchmark standard for AI memory systems.

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llamaIndex - 💡(How to fix) Fix Bench'd Independent Benchmark Results for LlamaIndex Memory [1 participants]