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Pricing, context windows, latency, and code examples — everything you need to choose the right model for your workload.

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Pillar Comparisons

Long-form, benchmark-driven deep dives — pricing, latency, migration code, and decision matrices for the year's biggest model choices.

Anthropic
OpenAI
Flagship
21 min read
Claude Opus 4.7 vs GPT-5.4 — The 2026 Reasoning Showdown
Benchmark-driven comparison across MMLU-Pro, HLE, SWE-bench Verified, latency, and 1M-token context. Migration code and use-case matrix included.
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Anthropic
OpenAI
Google
Multimodal
19 min read
Claude vs GPT vs Gemini — Vision Benchmark 2026
Vision-model showdown across MMMU, ChartQA, DocVQA, TextVQA, plus per-image cost (Gemini is 14× cheaper than Claude) and video understanding.
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Coding
Cursor
Continue.dev
24 min read
Which LLM Is Best for Coding in 2026?
Nine coding-capable models compared on SWE-bench Verified, LiveCodeBench, HumanEval, and MBPP — plus IDE integrations (Cursor, Continue.dev, Claude Code) and example outputs.
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DeepSeek
Qwen
Open Source
22 min read
DeepSeek V4 vs Qwen 3 235B — Open-Source Reasoning
Open-source flagship comparison — serverless API pricing (Together, Fireworks, DeepInfra), self-hosting compute (8×H100 vs 4×H100), and license terms.
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TCO
Self-Hosting
Hybrid
23 min read
Open-Source vs Closed-API — When Self-Hosting Pays Off
TCO calculator: when does Llama 3.3 70B on H100 beat an API call? Hybrid architecture patterns and the operational overhead that benchmarks ignore.
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Anthropic
vs
Anthropic
Claude Opus 4 vs Claude Opus 4.7
Input price (/1M)€150000.00 vs €5.00
Context200K vs 200K

Claude Opus 4.7 is ~100% cheaper on input.

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Anthropic
vs
Anthropic
Claude Opus 4 vs Claude Sonnet 4
Input price (/1M)€150000.00 vs €30000.00
Context200K vs 200K

Claude Sonnet 4 is ~80% cheaper on input.

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Anthropic
vs
Anthropic
Claude Opus 4 vs Claude Sonnet 4.6
Input price (/1M)€150000.00 vs €3.00
Context200K vs 200K

Claude Sonnet 4.6 is ~100% cheaper on input.

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Anthropic
vs
Mistral
Claude Opus 4 vs Codestral
Input price (/1M)€150000.00 vs €3000.00
Context200K vs 256K

Codestral is ~98% cheaper on input; Codestral has more context.

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Anthropic
vs
DeepSeek
Claude Opus 4 vs DeepSeek V3.1
Input price (/1M)€150000.00 vs €270.00
Context200K vs 131K

DeepSeek V3.1 is ~100% cheaper on input; Claude Opus 4 has more context.

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Anthropic
vs
DeepSeek
Claude Opus 4 vs DeepSeek V4 Pro
Input price (/1M)€150000.00 vs Free
Context200K vs 1.0M
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Anthropic
vs
Replicate
Claude Opus 4 vs Depth Anything v2
Input price (/1M)€150000.00 vs Free
Context200K vs —
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Anthropic
vs
Anthropic
Claude Opus 4.7 vs Claude Sonnet 4
Input price (/1M)€5.00 vs €30000.00
Context200K vs 200K

Claude Opus 4.7 is ~100% cheaper on input.

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Anthropic
vs
Anthropic
Claude Opus 4.7 vs Claude Sonnet 4.6
Input price (/1M)€5.00 vs €3.00
Context200K vs 200K

Claude Sonnet 4.6 is ~40% cheaper on input.

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Anthropic
vs
Mistral
Claude Opus 4.7 vs Codestral
Input price (/1M)€5.00 vs €3000.00
Context200K vs 256K

Claude Opus 4.7 is ~100% cheaper on input; Codestral has more context.

Compare
Anthropic
vs
DeepSeek
Claude Opus 4.7 vs DeepSeek V3.1
Input price (/1M)€5.00 vs €270.00
Context200K vs 131K

Claude Opus 4.7 is ~98% cheaper on input; Claude Opus 4.7 has more context.

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Anthropic
vs
DeepSeek
Claude Opus 4.7 vs DeepSeek V4 Pro
Input price (/1M)€5.00 vs Free
Context200K vs 1.0M
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