ByteDance Seed Model Family Guide: Seed2.0, Seedream 5.0 Lite, Seedance 2.0, and Seeduplex
Use Seed2.0 for agentic LLM work, Seedream for images, Seedance for audio-video, Seeduplex for voice, and Seed1.8 only as predecessor context.
8 min
Model Comparisons · Page 3 of 3
Side-by-side AI model comparisons on real tasks such as coding, writing, and image work, weighing output quality, token cost, context length, and usage limits.
- 65 articles
- Updated Nov 6, 2026
Grok 4.3 vs Claude Opus 4.7 vs GPT-5.5: Which Should You Test First?
GPT-5.5 is the OpenAI-native first test, Claude Opus 4.7 is the premium Anthropic/cloud control, and Grok 4.3 is the xAI route for realtime or lower listed-price pilots.
11 min
DeepSeek V4 Pro vs Claude Opus 4.7 vs GPT-5.5: Which Should You Test First?
Test GPT-5.5 first for OpenAI-native workflows, keep Opus 4.7 as the premium control, and pilot DeepSeek V4 Pro only with same-task validation.
12 min
Kimi K2.6 vs Claude Opus 4.7: Which Should You Test First?
Start with Kimi for low-cost high-volume coding-agent experiments, keep Opus first for correctness-critical production, and dual-run before changing defaults.
12 min
Gemma 4 vs Gemini 3.1 Pro: Run Open Weights or Use the Managed API?
Choose Gemma 4 when you need open weights, local control, privacy, or customization. Choose Gemini 3.1 Pro when you need managed long context, Google-hosted tools, and faster setup. Use both when one workflow has both local-sensitive and cloud-heavy stages.
10 min
Claude Mythos Preview vs GPT-5.4: Should You Use GPT-5.4 Now or Just Track Mythos?
If you need a model today, GPT-5.4 is still the practical default. Claude Mythos Preview matters because Anthropic's official launch numbers are strong, but it remains a gated research preview rather than a normal public route for ordinary users.
9 min
DeepSeek V4 vs Claude Opus 4.6 vs GPT-5.4: What You Can Actually Compare in April 2026
If you need a production choice today, compare GPT-5.4 and Claude Opus 4.6 as the two clean current frontier contracts, then place DeepSeek through the current V3.2-backed public API rather than a not-yet-verified V4 row. GPT-5.4 is the clearest OpenAI route, Opus 4.6 is the premium long-horizon coding route, and current DeepSeek is the cost floor.
16 min
Claude Capybara vs Opus 4.6: Should You Wait or Use Opus Now?
Claude Capybara is not a public Anthropic model contract you can select today. Anthropic's public docs still point to Claude Opus 4.6 as the top shipping model, while Capybara remains a leak-backed future-tier signal. Here's how to decide whether to use Opus 4.6 now or keep Capybara on your roadmap watchlist.
9 min
Gemini 3.1 Pro vs Gemini 3 Pro: What Changed and What Developers Should Use Now (2026)
Gemini 3 Pro is already shut down, so this is no longer a normal head-to-head comparison. This guide explains what actually changed in Gemini 3.1 Pro, what stayed the same, and what developers should re-test during migration.
9 min
Gemini 3.1 Pro vs GPT-4 vs Gemini 3 Pro: What Developers Should Actually Choose (March 2026)
As of March 28, 2026, Gemini 3.1 Pro Preview is the only live flagship choice among these three names. Gemini 3 Pro Preview was shut down on March 9, 2026, and OpenAI describes GPT-4 Turbo as an older model while recommending newer models like GPT-4o. This guide explains what that means for developers choosing, migrating, or benchmarking today.
11 min
Gemini 3 Flash vs Gemini 3.1 Flash Live vs Flash-Lite: Which Model Should You Use?
If you are choosing between Gemini 3 Flash, Gemini 3.1 Flash Live, and Gemini 3.1 Flash-Lite, the right answer is to pick by runtime contract first: standard Flash for most multimodal app backends, Flash Live for real-time voice, and Flash-Lite for cheap high-volume work.
11 min
Claude Opus 4.6 vs Grok 4: The Complete 2026 Comparison (Benchmarks, Pricing, Real-World Performance)
Claude Opus 4.6 outperforms Grok 4 on coding benchmarks (81.4% vs ~72% SWE-bench) and reasoning tasks (68.8% vs 15.9% ARC-AGI-2), while Grok 4 costs 40% less at $3/$15 per million tokens. This comprehensive comparison covers benchmarks, pricing, coding capabilities, agent architecture, and provides a scenario-based decision framework to help you choose the right model.
24 min
OpenClaw Best Model Selection Guide: Claude vs GPT vs Gemini vs DeepSeek (2026)
OpenClaw supports Claude, GPT, Gemini, DeepSeek, and over a dozen AI models. Claude Sonnet 4.6 ($3/$15/M tokens) is the best starting point for most users, while DeepSeek V3.2 ($0.28/$0.42) suits budget-conscious scenarios. This article compares 9 mainstream models on price, performance, and configuration, and provides a 3-tier routing strategy to save 65-80% on API costs.
22 min
GPT-5.4 vs Gemini 3.1 Pro: Full Developer Comparison (March 2026)
GPT-5.4 and Gemini 3.1 Pro split benchmarks almost evenly. Gemini leads in abstract reasoning (94.3% GPQA Diamond) and is up to 20% cheaper at the Standard tier — or 15x cheaper when comparing Pro tiers. GPT-5.4 is the first AI to exceed human performance on desktop computer use (75% OSWorld). Here is the complete data to help you choose.
20 min
Gemini API vs OpenAI vs Claude: The Developer's Decision Guide (February 2026)
An in-depth comparison of the three leading AI APIs in February 2026. Covers verified pricing for GPT-5, Gemini 2.5 Pro, and Claude Opus 4.6, real-world cost calculations for indie developers through enterprise teams, benchmark analysis on SWE-bench and AIME, side-by-side code examples, and a practical decision framework to help you choose the right API for your project.
25 min
Gemini 3 Pro Image API Pricing & Speed Test: Complete 2026 Guide
Gemini 3 Pro Image (Nano Banana Pro) official pricing is $0.134/image (2K) to $0.24/image (4K), with 8-12 second generation speed and 94% text rendering accuracy. Batch API offers 50% discount, while third-party platforms like laozhang.ai go as low as $0.05/image, saving up to 63%.
18 min
Veo 3.1 vs Kling 2.6: Complete AI Video Generator Comparison (2026)
Comprehensive comparison of Google Veo 3.1 and Kuaishou Kling 2.6 AI video generators. Includes benchmark scores, pricing calculator, native audio analysis, API access options, and decision guide for January 2026.
30 min