惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

L
LangChain Blog
V
V2EX
爱范儿
爱范儿
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
Martin Fowler
Martin Fowler
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
Apple Machine Learning Research
Apple Machine Learning Research
WordPress大学
WordPress大学
有赞技术团队
有赞技术团队
宝玉的分享
宝玉的分享
Last Week in AI
Last Week in AI
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
罗磊的独立博客
小众软件
小众软件
Vercel News
Vercel News
博客园 - 司徒正美
阮一峰的网络日志
阮一峰的网络日志
V
Visual Studio Blog
J
Java Code Geeks
P
Proofpoint News Feed
MongoDB | Blog
MongoDB | Blog
B
Blog
美团技术团队
量子位

Hacker News: Show HN

PurrrrrFocus: Pomodoro Timer App - App Store Workflow Engine — Multi-Step Orchestration for Bun RapidPhoto: Pro Photo Editor App - App Store GitHub - DheerG/swarms: Achieve extraordinary results with claude code across a variety of tasks SPICE simulation → oscilloscope → verification with Claude Code — Lucas Gerads Show HN: VCoding – A 5 MB native Windows IDE with no dynamic dependencies Show HN: LLMs don't hallucinate because they're bad at math, it's the format GitHub - Agent-FM/agentfm-core: AgentFM is a peer-to-peer network that turns everyday computers into a decentralized AI supercomputer. AgentFM lets you run massive AI workloads directly across a global mesh of idle CPUs and GPUs. Show HN: Tracking Top US Science Olympiad Alumni over Last 25 Years GitHub - Potarix/agent-hub: One place to talk to all your agents Show HN: Runtime security for AI agents(injection,tool abuse, data exfiltration) GitHub - dubeyKartikay/lazyspotify: Terminal Spotify client for macOS and Linux GitHub - the-banana-tool/king-louie: Easy to use GUI Personal AI Assistant. Win/Linux/Mac. Show HN I made my vacation rental bookable by AI agents–no Airbnb, 0% commission GitHub - basteez/jsf-autoreload: maven plugin to enable hot reload on jsf projects uvm32/hosts/host-gdbstub at main · ringtailsoftware/uvm32 GitHub - labsai/EDDI: Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus. GitHub - glitchnsec/fortyone-oss: AI Executive Assistant Platform Quickstart | Alien GitHub - muxshed/shed: One stream in, or many. Every destination, simultaneously. No cloud middleman, no per-channel fees, no limits. GitHub - ocrbase-hq/ocrbase: 📄 PDF/IMG ->.MD/JSON Document OCR API for PaddleOCR and GLMOCR. Self-hostable. GitHub - impactjo/home-memory: MCP server that lets your AI assistant remember everything about your home. GitHub - Sets88/dbcls: DbCls is a powerful terminal database client that supports various databases GitHub - neptun2000/heor-agent-mcp GitHub - SeanFDZ/macmind: Single-layer transformer in HyperTalk for the classic Macintosh RollQuation: Math Puzzles - Apps on Google Play GitHub - dropbox/witchcraft Show HN: Agent-cache – Multi-tier LLM/tool/session caching for Valkey and Redis GitHub - opentalon/opentalon: OpenTalon is an open-source platform built from the ground up in Go as a robust alternative to OpenClaw LinkedIn™ 职位抓取工具 - Chrome 应用商店
Model Benchmark | CoinSignal
docuru · 2026-05-31 · via Hacker News: Show HN
Dashboard

Ranking uses verified model performance from the database. The score favors accuracy first, then hit rate, consistency, confidence calibration, and enough sample size to trust the result.

Best calibratedmoonshotai/kimi-k2.5

Verified predictions11,769

Only completed prediction windows with accuracy scores are included.

Models compared13

Grouped by model name across every tracked coin.

Best avg accuracy72.2%

Mean score from direction, range closeness, and range overlap.

Best recent form75.8%

Average accuracy over each model's latest 10 verified calls.

Accuracy

Primary quality score already recorded for each model.

Hit Rate

Share of predictions scoring at least 70%.

Consistency

Rewards models with lower accuracy variance.

Calibration

Checks whether confidence matches actual results.

Recency

Separates current form from older performance.

RankModelScoreAvg accuracyRecentHit rateConsistencyConf gapSamplesCoinsLast verified
#1openai/gpt-5.4High-confidence avg: 57.2%77.2%72.2%51.4%76.6%79.4%-7.6%1172ADA, AVAX, BNB, BTC, DOGE +4Jun 04, 12:08 AM
#2minimax/minimax-m2.7High-confidence avg: 44.8%71.7%66.1%69.7%65.6%75.7%-3.9%195ADA, AVAX, BNB, BTC, DOGE +4Apr 26, 06:05 AM
#3xiaomi/mimo-v2.5High-confidence avg: 46.2%70.0%65.3%61.8%57.9%78.7%-2.9%959ADA, AVAX, BNB, BTC, ETH +2Jun 06, 12:00 PM
#4xiaomi/mimo-v2.5-proHigh-confidence avg: 45.5%70.0%65.5%68.0%57.8%78.9%-5.1%884ADA, AVAX, BNB, BTC, ETH +2Jun 04, 06:08 PM
#5minimax/minimax-m2.5High-confidence avg: 50.7%69.6%64.5%66.1%60.5%76.4%-6.2%1105ADA, AVAX, BNB, BTC, DOGE +4Jun 04, 06:08 PM
#6openai/gpt-5-miniHigh-confidence avg: 38.2%67.8%62.4%65.1%56.8%77.3%-5.8%1144ADA, AVAX, BNB, BTC, DOGE +4Jun 04, 06:08 PM
#7qwen/qwen3.5-plus-20260420High-confidence avg: 51.5%65.5%61.0%69.0%48.0%78.4%-4.6%930ADA, AVAX, BNB, BTC, ETH +2Jun 04, 06:08 PM
#8moonshotai/kimi-k2.5High-confidence avg: 42.8%64.1%58.7%72.6%46.1%76.1%-0.6%1110ADA, AVAX, BNB, BTC, DOGE +4Jun 04, 06:08 PM
#9z-ai/glm-5.1High-confidence avg: 44.5%63.8%58.9%70.2%44.2%77.9%+1.7%1183ADA, AVAX, BNB, BTC, DOGE +4Jun 04, 06:08 PM
#10deepseek/deepseek-v4-flashHigh-confidence avg: 47.9%63.7%58.8%73.0%43.6%78.5%-2.0%949ADA, AVAX, BNB, BTC, ETH +2Jun 06, 12:01 PM
#11google/gemini-3-flash-previewHigh-confidence avg: 42.4%62.7%58.3%74.2%43.3%78.0%+8.3%1040ADA, AVAX, BNB, BTC, DOGE +4Jun 04, 06:08 PM
#12z-ai/glm-5High-confidence avg: 42.8%61.5%54.7%68.3%52.8%67.7%+9.1%195ADA, AVAX, BNB, BTC, DOGE +4Apr 26, 06:05 AM
#13deepseek/deepseek-v4-proHigh-confidence avg: 42.5%58.5%54.4%75.8%32.8%79.1%+9.1%903ADA, AVAX, BNB, BTC, ETH +2Jun 04, 06:08 PM