Sourced AI Benchmarks • Last checked Oct 15, 2026

All LLM Benchmarks & Articles

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DeepSeek V4 Pro 0813 vs GLM-5.3: Context and API Pricing
DeepSeek V4 ProGLM-5.3

DeepSeek V4 Pro 0813 vs GLM-5.3: Context and API Pricing

Compare DeepSeek V4 Pro 0813 and GLM-5.3 context limits, current native API pricing, and a reproducible way to evaluate coding tasks.

Lucky YaduvanshiLucky Yaduvanshi
•2 min read
GLM-5.3 in ZCode: Agentic Coding Integration and Evaluation
GLM-5.3ZCode

GLM-5.3 in ZCode: Agentic Coding Integration and Evaluation

Z.ai describes GLM-5.3 as a post-training update to GLM-5.2 and says it rolled out to GLM Coding Plan users. Learn how to evaluate the model separately from the ZCode agent.

Lucky YaduvanshiLucky Yaduvanshi
•2 min read
ZCode and GLM-5.3: Trial Quotas, Features, and Setup
ZCodeGLM-5.3

ZCode and GLM-5.3: Trial Quotas, Features, and Setup

ZCode's first-time user trial provides five days of daily GLM-5.3 and GLM-5-Turbo quotas. Review what the trial includes and what expires.

Lucky YaduvanshiLucky Yaduvanshi
•3 min read
ZCode vs DeepSeek Harness: Integrated IDE vs Modular Agent Framework
ZCodeDeepSeek Harness

ZCode vs DeepSeek Harness: Integrated IDE vs Modular Agent Framework

Compare ZCode’s integrated desktop workflow with DeepSeek Harness’s Cordis plugin runtime, including setup, costs, safety, and a practical pilot.

Lucky YaduvanshiLucky Yaduvanshi
•3 min read
AMD AI Developer Program: Fireworks or Developer Cloud Credit Terms
AMDFireworks AI

AMD AI Developer Program: Fireworks or Developer Cloud Credit Terms

AMD's AI Developer Program offers approved members a choice of $50 in Fireworks credits or $100 in AMD Developer Cloud credits. Check the official terms and redemption window.

Lucky YaduvanshiLucky Yaduvanshi
•3 min read
DeepSeek V4 Pro 0813: Architecture, API Pricing, and Deployment Limits
DeepSeekAI Models

DeepSeek V4 Pro 0813: Architecture, API Pricing, and Deployment Limits

DeepSeek's V4 Pro report describes a 1.6T-parameter MoE model with 49B active parameters. Current API pricing varies by peak and off-peak periods; see the rate card and deployment caveats.

Lucky YaduvanshiLucky Yaduvanshi
•4 min read
Grok 4.6: Capabilities, Benchmarks, and Current API Pricing
GrokxAI

Grok 4.6: Capabilities, Benchmarks, and Current API Pricing

Grok 4.6 is a 500K-context xAI model for coding and agentic work. See xAI's current short- and long-context pricing and what published benchmark comparisons can show.

Lucky YaduvanshiLucky Yaduvanshi
•3 min read
NVIDIA Nemotron 3.5 Lightning: Architecture, Benchmarks, and Hardware
NVIDIANemotron

NVIDIA Nemotron 3.5 Lightning: Architecture, Benchmarks, and Hardware

NVIDIA Nemotron 3.5 Lightning is a 30B MoE model with 3B active parameters and up to 1M context. Review its published benchmark results and checkpoint-specific hardware guidance.

Lucky YaduvanshiLucky Yaduvanshi
•3 min read
Fireworks AI Credits: What New Developers Should Check
Fireworks AIDeepSeek

Fireworks AI Credits: What New Developers Should Check

Fireworks AI billing and promotional credits can vary by account. Check the current offer and model pricing before estimating how much inference a balance covers.

Lucky YaduvanshiLucky Yaduvanshi
•2 min read
Zed Pro Trial and Student Plan: Current Features and Terms
AI CodingZed

Zed Pro Trial and Student Plan: Current Features and Terms

Zed's current Pro trial includes $5 of GPT-5.6 Luna usage for 14 days. The student plan offers one free year and $10 monthly AI credits to eligible students.

Lucky YaduvanshiLucky Yaduvanshi
•3 min read
Claude Sonnet 5: Permanent $2/$10 Pricing and Developer Impact
ClaudeAnthropic

Claude Sonnet 5: Permanent $2/$10 Pricing and Developer Impact

Anthropic made Claude Sonnet 5 API pricing permanent at $2 per million input and $10 per million output tokens. See a cost calculation with cache assumptions.

Lucky YaduvanshiLucky Yaduvanshi
•3 min read
Freebuff Review (2026): Desktop, CLI, API Keys & Privacy
AI Coding AgentsFreebuff

Freebuff Review (2026): Desktop, CLI, API Keys & Privacy

Documentation-based Freebuff review: what the free ad-funded coding agent is, desktop and CLI setup, API key and proxy questions, and prompt privacy policy.

Lucky YaduvanshiLucky Yaduvanshi
•6 min read
Muse Glimmer: Meta's 30B Open-Weight Local Agent Model Explained
AI ModelsMeta

Muse Glimmer: Meta's 30B Open-Weight Local Agent Model Explained

Meta's Muse Glimmer is an open-weight model for local agent workflows, with image input, tool use, an under-20-GB quantized checkpoint, and speculative decoding.

Lucky YaduvanshiLucky Yaduvanshi
•3 min read
DeepSeek V4 Flash 0731: Current API Alias and Historical Context
DeepSeekAI Models

DeepSeek V4 Flash 0731: Current API Alias and Historical Context

DeepSeek's API now serves legacy V4 Flash aliases as V4.1-Flash. See the current context limits and peak/off-peak prices, and why old snapshot benchmarks need separate evidence.

Lucky YaduvanshiLucky Yaduvanshi
•2 min read
DeepSeek V4 Flash: Current API Name, Pricing, and Model Size
DeepSeekAI Models

DeepSeek V4 Flash: Current API Name, Pricing, and Model Size

DeepSeek's API now serves V4.1-Flash through the deepseek-flash name. Review the current peak and off-peak price schedule, context size, and the limits of active-parameter comparisons.

Lucky YaduvanshiLucky Yaduvanshi
•3 min read
DeepSeek V4.1 Flash vs GPT-5.6 Luna: API Pricing and Evaluation
DeepSeekOpenAI

DeepSeek V4.1 Flash vs GPT-5.6 Luna: API Pricing and Evaluation

DeepSeek legacy Flash aliases now route to V4.1-Flash. Compare its official peak and off-peak API prices with a matched evaluation plan for GPT-5.6 Luna.

Lucky YaduvanshiLucky Yaduvanshi
•2 min read
How to Use Meta Muse Code: Setup, Workflow, and First Project Guide
Muse CodeMeta AI

How to Use Meta Muse Code: Setup, Workflow, and First Project Guide

Official install command and cautious first-run workflow for Meta Muse Code, with notes on its published skills, background agents, event log, and product limits.

Lucky YaduvanshiLucky Yaduvanshi
•3 min read
Muse Code vs Claude Code: Pricing & Pilot Plan
AI Coding AgentsMuse Code

Muse Code vs Claude Code: Pricing & Pilot Plan

Compare Muse Code and Claude Code on documented features and billing, then evaluate both coding agents on your repositories with a matched pilot plan.

Lucky YaduvanshiLucky Yaduvanshi
•3 min read
Muse Spark 1.2: What Changed in Meta's Coding Model
Muse SparkMeta AI

Muse Spark 1.2: What Changed in Meta's Coding Model

Meta describes Muse Spark 1.2 as a coding-focused update co-trained with Muse Code, with long-horizon task training, context compaction, and a published kernel optimization case study.

Lucky YaduvanshiLucky Yaduvanshi
•2 min read
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