AI Tool Predictions — Nerq Predictive Intelligence 2026
Adoption forecasts, fragility analysis, and AI recommendation probabilities for 649 AI tools. Updated daily. Predictions based on star velocity, AI crawler activity, maintenance signals, and ecosystem health.
Tools to Watch (Highest NPI)
| Tool | NPI | Phase | Fragility | AI Prob | Survival |
|---|---|---|---|---|---|
| x64dbg | 55 | Declining | 10 | 11% | 90% |
| awesome-ChatGPT-repositories | 55 | Declining | 10 | 4% | 95% |
| Introduction-to-Quantitative-Finance | 55 | Declining | 10 | 4% | 95% |
| nanotron | 55 | Declining | 10 | 4% | 95% |
| time-series-transformers-review | 55 | Declining | 10 | 4% | 95% |
| chitu | 55 | Declining | 10 | 4% | 95% |
| bumblebee | 55 | Declining | 10 | 4% | 95% |
| computer-vision-in-action | 55 | Declining | 10 | 4% | 95% |
| ai-prompts | 55 | Declining | 10 | 4% | 95% |
| semtools | 55 | Declining | 10 | 4% | 95% |
| synthetic-data-generator | 55 | Declining | 10 | 4% | 95% |
| proton | 55 | Declining | 10 | 4% | 95% |
| SDV | 55 | Declining | 10 | 4% | 95% |
| lobe-ui | 55 | Declining | 10 | 4% | 95% |
| ceres-solver | 55 | Declining | 10 | 4% | 95% |
| pymilvus | 55 | Declining | 10 | 4% | 95% |
| deepsvg | 55 | Declining | 10 | 3% | 95% |
| writer-framework | 55 | Declining | 10 | 4% | 95% |
| EvalAI | 55 | Declining | 10 | 4% | 95% |
| distilabel | 55 | Declining | 10 | 4% | 95% |
| telegram-bot-sdk | 55 | Declining | 10 | 4% | 95% |
| chatarena | 55 | Declining | 10 | 3% | 95% |
| grepWin | 55 | Declining | 10 | 4% | 95% |
| awesome_3DReconstruction_list | 55 | Declining | 10 | 4% | 95% |
| robosuite | 55 | Declining | 10 | 4% | 95% |
| Kashgari | 55 | Declining | 10 | 4% | 95% |
| BeeCount | 55 | Declining | 10 | 4% | 95% |
| aiobotocore | 55 | Declining | 10 | 4% | 95% |
| intel-extension-for-transformers | 55 | Declining | 10 | 4% | 95% |
| ragbits | 55 | Declining | 10 | 4% | 95% |
| EasyLM | 55 | Declining | 10 | 3% | 95% |
| image-super-resolution | 55 | Declining | 10 | 4% | 95% |
| MAgent | 55 | Declining | 10 | 3% | 95% |
| ydata-synthetic | 55 | Declining | 10 | 4% | 95% |
| posthtml | 55 | Declining | 10 | 4% | 95% |
| tr | 55 | Declining | 10 | 4% | 95% |
| model-optimization | 55 | Declining | 10 | 4% | 95% |
| tnt | 55 | Declining | 10 | 4% | 95% |
| pipelines | 55 | Declining | 10 | 4% | 95% |
| VLMEvalKit | 55 | Declining | 10 | 4% | 95% |
| reinforcement-learning | 55 | Declining | 10 | 4% | 95% |
| gluon-nlp | 55 | Declining | 10 | 4% | 95% |
| ultralyticsPro | 55 | Declining | 10 | 4% | 95% |
| VectorDBBench | 55 | Declining | 10 | 4% | 95% |
| PyTorch-Tutorial-2nd | 55 | Declining | 10 | 4% | 95% |
| TensorFlow2.0-Examples | 55 | Declining | 10 | 3% | 95% |
| DualPipe | 55 | Declining | 10 | 4% | 95% |
| AutoRAG | 55 | Declining | 10 | 4% | 95% |
| awesome-ai-tools | 55 | Declining | 10 | 3% | 95% |
| aimet | 55 | Declining | 10 | 4% | 95% |
Health Warnings (Fragility > 50)
| Tool | Fragility | Phase | Risk Factors |
|---|---|---|---|
| Qwen3-TTS-12Hz-1.7B-CustomVoice | 55 | Abandoned | Single maintainer with large user base; No commits in 100 days; Single ecosystem |
| GLM-4.7-Flash-Uncensored-Heretic-NEO-CODE-Imatrix-MAX-GGUF | 55 | Abandoned | Single maintainer with large user base; No commits in 100 days; Single ecosystem |
| Qwen3-Coder-30B-A3B-Instruct-GGUF | 55 | Abandoned | Single maintainer with large user base; No commits in 100 days; Single ecosystem |
| GLM-4.7-Flash-GGUF | 55 | Abandoned | Single maintainer with large user base; No commits in 100 days; Single ecosystem |
API Endpoints
GET /v1/intelligence/predictions — Top predictionsGET /v1/intelligence/predict/{tool} — Individual toolGET /v1/intelligence/ai-interest — AI Interest IndexGET /v1/intelligence/fragile — Most fragile toolsGET /v1/intelligence/accuracy — Calibration report
Nerq Predictive Intelligence v0.1 — Early signals. Accuracy improves with data. Not investment advice.