GLM 5.2 vs Sonnet 4.6: 7 Agent Tasks Tested (2026)
GLM 5.2 vs Sonnet 4.6 on seven real agent tasks, updated for GLM 5.3 and Sonnet 5 with verified prices and a GLM 5.1 lineage note.
BetterClaw Blog17 min read
AI agents
61 stories
Qwen3.8 27B Tool Calls Hang in Agents? Cause and Fix
Qwen3.8 27B tool calls hang in Ollama, Hermes or Claude Code? Fixed in Ollama v0.33.0. The real cause, how to confirm it, and what to do if it persists.
BetterClaw Blog11 min read
DGX Spark vs RTX 4090 vs Cloud API: Real Agent Costs (2026)
DGX Spark vs RTX 4090 vs RTX 5090 vs cloud APIs: a 12-month cost table, break-even math, GPU rental prices and the hybrid setup teams actually run.
BetterClaw Blog19 min read
Is OpenClaw Dead? Release Data, Oct 2026 (It Isn't, But...)
Is OpenClaw dead? No. 2026.10.2 shipped 12 Oct and 2026.10.1 had 2,425 PRs from 402 contributors. The release data, and why it still feels dead.
BetterClaw Blog13 min read
AgentCore Pricing (Oct 2026): 12 Meters and 5 Alternatives
AgentCore pricing re-checked Oct 13, 2026: 12 meters, Runtime v1 at $0.0895 and v2 at $0.1276 per vCPU-hour, per-GB short-term memory, and 5 alternatives.
BetterClaw Blog18 min read
Hermes Agent Microsoft Teams Setup Guide (v0.21.7)
Set up Hermes Agent in Microsoft Teams on v0.21.7: Teams CLI bot, tunnel, TEAMS_CLIENT_ID env vars, allowlist, meeting pipeline renewal, known issues.
BetterClaw Blog14 min read
Skills That Reduce Token Usage: 5 Proven Patterns
Skills that cut AI agent token usage 50-80%: token optimizer, history pruning, model routing, response compression. From $304 to $56 a month.
BetterClaw Blog15 min read
No Gemma 4 27B? Gemma 4 31B vs Qwen 3.8 27B for Agents
Searching for Gemma 4 27B or Qwen 4 27B? Neither exists yet. The real matchup is Gemma 4 31B vs Qwen 3.8 27B: tool calling, code, speed and VRAM on a 24GB card.
BetterClaw Blog23 min read
Vertex AI Pricing (2026): Gemini 3.8, Agents, Free Tier
Vertex AI Agent Builder pricing checked Oct 13, 2026: Gemini 3.8 Flash at $0.75/$3.75, Claude and open models, every agent meter, free tier, 3 worked bills.
BetterClaw Blog21 min read
Hermes Agent Discord Bot: Setup Guide (Oct 2026)
Set up Hermes Agent as a Discord bot: token, intents, the v0.21.6 setup check, per-channel config, several bots in one server, and silent failures fixed.
BetterClaw Blog13 min read
Apple Silicon vs NVIDIA for AI Agents: M5 vs RTX 5090
M5 Max and M5 Ultra Mac Studio vs RTX 5090, DGX Spark and RTX Spark for AI agents: Oct 2026 prices, real bandwidth math, and when the cloud wins.
BetterClaw Blog16 min read
Hermes Agent Gmail Triage: Setup Guide (2026)
Automate email triage with Hermes Agent and Gmail: App Password setup, the new EMAIL_AUTHSERV_ID setting, SOUL.md rules, triage skills and safety.
BetterClaw Blog13 min read
Best Free LLMs for AI Agents (Oct 2026, Ranked)
Seven free or near-free LLMs ranked for AI agents: Gemini 3.8 Flash, Qwen 3.8 27B, DeepSeek V4.1 Flash, GPT-6 Luna, MiMo V2.6 Flash, Gemma 4 and GLM.
BetterClaw Blog13 min read
MiniMax M3 vs Claude Sonnet 5, 4.6 and Opus 5: Who Wins?
MiniMax M3 at $0.30/M vs Claude Sonnet 5 ($2), Sonnet 4.6 ($3) and Opus 5 ($5). Five agent tasks tested, the routing maths, and when the premium pays.
BetterClaw Blog22 min read
What Is Agentic AI? Definition, Examples, vs AI Agents
Agentic AI plans and acts toward a goal on its own. Plain definition, 2026 examples like OpenAI Dots and Meta Muse, and agentic AI vs AI agents vs assistants.
BetterClaw Blog15 min read
Ornith-1.5-35B-A3B for AI Agents: Setup and Performance
Ornith-1.5-35B-A3B: a 35B MoE with 3B active. Ollama run command, hardware by quant, OpenClaw setup, and benchmarks vs Qwen3.6 and Qwen3.5.
BetterClaw Blog16 min read
NVIDIA DGX Alternatives (Oct 2026): Spark, Station and Rack
NVIDIA DGX alternatives by tier: DGX Spark ($6,950; 64 GB $4,999), DGX Station (from about $92,900) and the rack tiers, with a cheaper option for each.
BetterClaw Blog17 min read
LM Studio vs Ollama (Oct 2026): MLX, MCP and Agent Backends
LM Studio vs Ollama, October 2026: Ollama now runs MLX on Macs and both run headless. Where each wins on GPU Docker, concurrency, MCP and agent backends.
BetterClaw Blog22 min read
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