Category
AI Tools
Hands-on AI tools and utilities — token counters, cost calculators, model comparisons, and the practical tooling that makes LLM engineering measurable.
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Grok 4.5 costs 60% less than Claude Opus: an honest 2026 evaluation
Grok 4.5, from the newly renamed SpaceXAI, is priced at $2/$6 per million tokens and pitched as Opus-class at lower cost. Here is where it fits for enterprise coding and agents, and where it does not, in 2026.
Manu Shukla -
Gemini 3.5 Pro is still in preview in July: what enterprise teams evaluating it should do now
Gemini 3.5 Pro entered July 2026 still in limited preview, with no confirmed GA date, benchmarks or final pricing, after slipping from a June target. What enterprise teams evaluating it should do now.
Manu Shukla -
GPT-5.6 goes GA as Sol, Terra and Luna: how to pick the right tier for enterprise workloads
GPT-5.6 reached general availability on July 9, 2026 as three models: Sol at $5, Terra at $2.50 and Luna at $1 per million input tokens. How to pick the right tier for coding, agents and high-volume work.
Manu Shukla -
GPT-5.6 vs Claude Sonnet 5: which model should run your enterprise agents in 2026?
Anthropic shipped Claude Sonnet 5 on 30 June 2026; OpenAI made GPT-5.6 generally available on 9 July 2026. Here is how they compare on price, agentic benchmarks, availability and governance.
Manu Shukla -
Microsoft's Copilot Sales and Service Agents hit GA: agentic AI moves into the enterprise stack
Microsoft's Service Agent reached general availability on 30 June 2026, with Sales Agent alongside. Here is what the Dynamics 365 and Copilot agents do, what they cost, and when to build instead.
Manu Shukla -
5 photorealistic Image Playground use cases for marketing teams in iOS 27
Image Playground in iOS 27 generates photorealistic images natively for the first time, built on Private Cloud Compute and watermarked with SynthID. Here are five use cases for marketing teams and the disclosure
Manu Shukla -
AI chatbots for customer service: 2026 cost-savings benchmarks
AI resolves a support ticket for about $0.62 versus $7.40 for a human, deflects 41.2% of tier-1 contacts at the median, and returns first-year ROI near 340%. The refreshed 2026 AI customer service cost benchmarks.
Manu Shukla -
7 free AI tools that make LLM costs measurable in 2026
LLM API prices run from $0.14 to $30 per million tokens in June 2026, and agentic workloads multiply the bill. Seven free, open-source tools that make engineering teams' LLM spend measurable and attributable.
Manu Shukla -
6 free AI cost tools every LLM engineering team needs in 2026
With 98% of FinOps teams now managing AI spend, LLM cost control is a 2026 priority. Here are 6 free, mostly open-source tools, from LiteLLM and Langfuse to tokencost and OpenCost, to measure LLM spend.
Manu Shukla -
7 AI cost tools every engineering team should use to cut LLM spend in 2026
Strategic optimisation can cut LLM costs by 60 to 80 percent. Seven AI cost tools, from observability with Langfuse to prompt compression with LLMLingua, that engineering teams use to cut token spend in 2026.
Manu Shukla -
LLM Token Counter for 25+ Models: GPT-5, Claude, Gemini Cost (2026)
Free LLM token counter for 25+ models — GPT-5, Claude Opus, Sonnet, Gemini, Llama, DeepSeek. Side-by-side cost calculator, 100% client-side, no signup.
Manu Shukla