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Comparison Matrix Hub
100 pairwise matchups

DeepSeek R1 vs All Models

Detailed head-to-head fact sheets comparing DeepSeek R1 (DeepSeek) against every indexable model in the benchmark catalog.

Elo Rating1,358
SWE-bench65.2%
Out $/1M$2.5
Context Window64k
Showing 100 of 100 comparisons
DeepSeek R1vsClaude Opus 5Anthropic
Compare

Anthropic current default flagship. Official API $5/$25 per 1M tokens and a 1M context window (Anthropic, Jul 24 2026).

Elo:Claude Opus 5+266SWE:Claude Opus 5+14%
DeepSeek R1vsClaude Fable 5Anthropic
Compare

Anthropic top-tier X-High reasoning model engineered for heavy multi-step tasks. Official API $10/$50 per 1M tokens (Claude Platform pricing, Aug 2026).

Elo:Claude Fable 5+258SWE:Claude Fable 5+14.8%
DeepSeek R1vsGPT-5.6 SolOpenAI
Compare

OpenAI 5.6 flagship tier. Official API $5/$30 per 1M tokens (OpenAI pricing, Jul 30 2026 update left Sol unchanged).

Elo:GPT-5.6 Sol+250SWE:GPT-5.6 Sol+12.4%
DeepSeek R1vsClaude Opus 4.8Anthropic
Compare

Prior Opus generation still billed at $5/$25. Kept as a compare baseline against Opus 5.

Elo:Claude Opus 4.8+240SWE:Claude Opus 4.8+13.2%
DeepSeek R1vsGrok 4.6xAI
Compare

xAI Aug 12 2026 post-training refresh of Grok 4.5. Same $2/$6 API price, 500k context, stronger agentic traces.

Elo:Grok 4.6+234SWE:Grok 4.6+3.9%
DeepSeek R1vsClaude Opus 4.6Anthropic
Compare

Follow-on Opus release. Slightly behind 4.5 on official SWE-bench bash-only in the last published sweep; stronger multi-step autonomous agent reasoning.

Elo:Claude Opus 4.6+216SWE:Claude Opus 4.6+10.7%
DeepSeek R1vsGemini 3.6 ProGoogle
Compare

Current Google Pro-class multimodal model. Long context, strong coding, billed like the 3.x Pro tier.

Elo:Gemini 3.6 Pro+212SWE:Gemini 3.6 Pro+9.4%
DeepSeek R1vsClaude Opus 4.5Anthropic
Compare

Anthropic frontier coding and computer-use model. SWE-bench leader on the official mini-SWE-agent harness in the Feb 2026 refresh.

Elo:Claude Opus 4.5+210SWE:Claude Opus 4.5+11.6%
DeepSeek R1vsOpenAI: o3 MiniOpenAI
Compare

Auto-discovered from OpenRouter (openai/o3-mini). Preview until a second source matches.

Elo:OpenAI: o3 Mini+202SWE:OpenAI: o3 Mini+13.3%
DeepSeek R1vsGPT-5OpenAI
Compare

OpenAI flagship reasoning model for 2025–26. Strong general preference Elo and multimodal coverage.

Elo:GPT-5+200SWE:GPT-5+3.2%
DeepSeek R1vsGLM-5.3Zhipu
Compare

Z.ai Aug 14 2026 post-train of the GLM-5.2 744B base. Coding-plan live; open weights promised after a two-week safety review (z.ai/blog/glm-5.3).

Elo:GLM-5.3+200SWE:GLM-5.3+11.2%
DeepSeek R1vsClaude Sonnet 5Anthropic
Compare

Anthropic workhorse. Official $2/$10 per 1M tokens made permanent on Aug 10 2026.

Elo:Claude Sonnet 5+198SWE:Claude Sonnet 5+8.6%
DeepSeek R1vsGemini 3 ProGoogle
Compare

Google frontier multimodal model with a multi-million-token context window.

Elo:Gemini 3 Pro+194SWE:Gemini 3 Pro+7.2%
DeepSeek R1vsGPT-5.6 TerraOpenAI
Compare

OpenAI 5.6 mid tier. Official API $2/$12 per 1M after the Jul 30 2026 price cut.

Elo:GPT-5.6 Terra+190SWE:GPT-5.6 Terra+5.2%
DeepSeek R1vsGPT-4.5 OrionOpenAI
Compare

OpenAI largest dense non-reasoning model with expansive world knowledge and reduced hallucinations.

Elo:GPT-4.5 Orion+182SWE:GPT-4.5 Orion+5.8%
DeepSeek R1vsDeepSeek V4 ProDeepSeek
Compare

Open-weight-adjacent DeepSeek flagship. High reasoning density per dollar.

Elo:DeepSeek V4 Pro+178SWE:DeepSeek V4 Pro+6.4%
DeepSeek R1vsGemini 3.7 FlashGoogle
Compare

Google Aug 13 2026 workhorse. Official intro price $0.75/$3.75 per 1M through Dec 31 2026; 1,048,576-token context (Google blog).

Elo:Gemini 3.7 Flash+172SWE:Gemini 3.7 Flash+7.2%
DeepSeek R1vsKimi K3Moonshot
Compare

Moonshot AI frontier flagship reasoning and agent swarm model with 256k context and top-tier SWE-bench coding capability.

Elo:Kimi K3+170SWE:Kimi K3+8.6%
DeepSeek R1vsClaude Sonnet 4.5Anthropic
Compare

Workhorse Anthropic model: most of Opus coding quality at a mid-tier price.

Elo:Claude Sonnet 4.5+166SWE:Claude Sonnet 4.5+4.9%
DeepSeek R1vsQwen 3 MaxAlibaba
Compare

Alibaba flagship. Strong math and multilingual code.

Elo:Qwen 3 Max+160SWE:Qwen 3 Max+2.6%
DeepSeek R1vsMoonshotAI: Kimi K2.5Moonshot
Compare

Auto-discovered from OpenRouter (moonshotai/kimi-k2.5). Preview until a second source matches.

Elo:MoonshotAI: Kimi K2.5+157SWE:MoonshotAI: Kimi K2.5+6.1%
DeepSeek R1vsOpenAI: o1OpenAI
Compare

Auto-discovered from OpenRouter (openai/o1). Preview until a second source matches.

Elo:OpenAI: o1+154SWE:DeepSeek R1+16.3%
DeepSeek R1vsGemini 3.6 FlashGoogle
Compare

Google Jul 21 workhorse. Now shares the 3.7 Flash introductory $0.75/$3.75 rate through Dec 31 2026.

Elo:Gemini 3.6 Flash+148SWE:Gemini 3.6 Flash+5.6%
DeepSeek R1vsGemini 3 FlashGoogle
Compare

Fast Google frontier-adjacent model. Near-top official SWE-bench at a fraction of Opus price.

Elo:Gemini 3 Flash+137SWE:Gemini 3 Flash+10.6%
DeepSeek R1vsQwen QwQ 32BAlibaba
Compare

Alibaba specialized open reasoning model competing with frontier closed reasoning models.

Elo:Qwen QwQ 32B+137SWE:Qwen QwQ 32B+2.3%
DeepSeek R1vsGLM-5.2Zhipu
Compare

Zhipu flagship. Strong Chinese/English coding and agents.

Elo:GLM-5.2+134SWE:GLM-5.2+4.1%
DeepSeek R1vsGemini 2.0 Flash ThinkingGoogle
Compare

Google experimental reasoning model that visualizes thoughts in real-time.

Elo:Gemini 2.0 Flash Thinking+132SWE:Gemini 2.0 Flash Thinking+1.6%
DeepSeek R1vsDeepSeek V4 FlashDeepSeek
Compare

DeepSeek Jul 31 2026 price-performance SKU. Public listings put it near $0.14/$0.28 per 1M tokens.

Elo:DeepSeek V4 Flash+132SWE:DeepSeek V4 Flash+6%
DeepSeek R1vsClaude Opus 4Anthropic
Compare

First Claude 4 Opus generation. Baseline for opus 4 vs opus 5.

Elo:Claude Opus 4+132SWE:Claude Opus 4+7.3%
DeepSeek R1vsGrok 4xAI
Compare

Previous xAI flagship.

Elo:Grok 4+130SWE:DeepSeek R1+6.6%
DeepSeek R1vsMiniMax M2.5MiniMax
Compare

MiniMax coding model. Tied near the top of official SWE-bench bash-only in Feb 2026.

Elo:MiniMax M2.5+120SWE:MiniMax M2.5+10.6%
DeepSeek R1vsYi-Lightning01.AI
Compare

01.AI ultra-fast reasoning model delivering top LiveBench efficiency.

Elo:Yi-Lightning+117SWE:DeepSeek R1+1.8%
DeepSeek R1vsZ.ai: GLM 5V TurboZhipu
Compare

Auto-discovered from OpenRouter (z-ai/glm-5v-turbo). Preview until a second source matches.

Elo:Z.ai: GLM 5V Turbo+117SWE:DeepSeek R1+0%
DeepSeek R1vsSeed 2.1 TurboByteDance
Compare

ByteDance Seed 2.1 Turbo, listed on public model timelines as an Aug 10 2026 API drop.

Elo:Seed 2.1 Turbo+114SWE:DeepSeek R1+2%
DeepSeek R1vsDoubao Pro 1.5ByteDance
Compare

ByteDance flagship enterprise model with ultra-low token cost and 128k context.

Elo:Doubao Pro 1.5+112SWE:DeepSeek R1+3.1%
DeepSeek R1vsLlama 4 MaverickMeta
Compare

Meta natively multimodal open-weight flagship.

Elo:Llama 4 Maverick+110SWE:DeepSeek R1+8.1%
DeepSeek R1vsGPT-5.6 LunaOpenAI
Compare

OpenAI 5.6 fast/cheap tier. Official API $0.20/$1.20 per 1M after the Jul 30 80% Luna cut.

Elo:GPT-5.6 Luna+108SWE:DeepSeek R1+3.4%
DeepSeek R1vsMoonshotAI: Kimi K2 0711Moonshot
Compare

Auto-discovered from OpenRouter (moonshotai/kimi-k2). Preview until a second source matches.

Elo:MoonshotAI: Kimi K2 0711+107SWE:MoonshotAI: Kimi K2 0711+0.6%
DeepSeek R1vsMistral Large 3Mistral
Compare

Mistral European flagship with strong function calling.

Elo:Mistral Large 3+98SWE:DeepSeek R1+9.8%
DeepSeek R1vsClaude Sonnet 4Anthropic
Compare

First Sonnet 4 generation. Bridge between 3.5/3.7 and Sonnet 5.

Elo:Claude Sonnet 4+97SWE:DeepSeek R1+2.4%
DeepSeek R1vsErnie 4.5 TurboBaidu
Compare

Baidu current multimodal enterprise foundation model with broad Chinese knowledge.

Elo:Ernie 4.5 Turbo+92SWE:DeepSeek R1+8.2%
DeepSeek R1vsQwen 2.5 PlusAlibaba
Compare

Alibaba balanced flagship API model with high-throughput general reasoning.

Elo:Qwen 2.5 Plus+87SWE:DeepSeek R1+6%
DeepSeek R1vsOpenAI o1-miniOpenAI
Compare

OpenAI high-speed, cost-effective reasoning model optimized for STEM, math, and code generation.

Elo:OpenAI o1-mini+87SWE:DeepSeek R1+8.8%
DeepSeek R1vsQwen3 235BAlibaba
Compare

Open-weight Qwen3 mixture-of-experts.

Elo:Qwen3 235B+82SWE:DeepSeek R1+5.8%
DeepSeek R1vsClaude Haiku 4.5Anthropic
Compare

Anthropic cheap/fast Claude SKU. Official Claude Platform list price $1/$5 per 1M tokens (Anthropic Haiku page).

Elo:Claude Haiku 4.5+80SWE:DeepSeek R1+7%
DeepSeek R1vsYi-Large01.AI
Compare

01.AI full-scale dense model for complex instruction following.

Elo:Yi-Large+72SWE:DeepSeek R1+11.4%
DeepSeek R1vsQwen 2.5 Coder 32BAlibaba
Compare

Alibaba dedicated open-weight code generation model with near-frontier SWE-bench Verified coding capability.

Elo:Qwen 2.5 Coder 32B+67SWE:DeepSeek R1+0%
DeepSeek R1vsQwen2.5 Coder 32B InstructAlibaba
Compare

Auto-discovered from OpenRouter (qwen/qwen-2.5-coder-32b-instruct). Preview until a second source matches.

Elo:Qwen2.5 Coder 32B Instruct+67SWE:DeepSeek R1+0%
DeepSeek R1vsKimi Chat 1.5Moonshot
Compare

Moonshot ultra-long context model supporting up to 2 million tokens per request.

Elo:Kimi Chat 1.5+62SWE:DeepSeek R1+14.2%
DeepSeek R1vsLlama 4 ScoutMeta
Compare

Meta open-weight Llama 4 long-context sibling of Maverick. Common public API lists sit near $0.08–$0.30 / $0.30–$0.70 per 1M; we store a conservative hosted list until OpenRouter overwrites.

Elo:Llama 4 Scout+54SWE:DeepSeek R1+12.8%
DeepSeek R1vsGPT-5 miniOpenAI
Compare

Cost-efficient GPT-5 distill for high-volume agents.

Elo:GPT-5 mini+52SWE:DeepSeek R1+12.8%
DeepSeek R1vsGrok 3xAI
Compare

Previous xAI generation before Grok 4. Kept for grok 3 vs grok 4.

Elo:Grok 3+47SWE:DeepSeek R1+13.8%
DeepSeek R1vsQwen3.8 27BAlibaba
Compare

Alibaba open-weight 27B drop dated Aug 14 2026. Dense enough to self-host; not a frontier MoE.

Elo:Qwen3.8 27B+40SWE:DeepSeek R1+6.4%
DeepSeek R1vsLlama 3.1 405BMeta
Compare

Meta flagship open-weight 405B dense foundation model with 128k context window.

Elo:Llama 3.1 405B+12SWE:DeepSeek R1+6.8%
DeepSeek R1vsDeepSeek Coder V2DeepSeek
Compare

DeepSeek open-weight Mixture-of-Experts coding model supporting 338 programming languages and 128k context.

Elo:DeepSeek Coder V2+7SWE:DeepSeek R1+4.7%
DeepSeek R1vsClaude 3.7 SonnetAnthropic
Compare

Hybrid-reasoning Sonnet from 2025. Kept for historical compare pages.

Elo:Claude 3.7 Sonnet+4SWE:Claude 3.7 Sonnet+5.1%
DeepSeek R1vsDoubao Lite 1.5ByteDance
Compare

ByteDance high-speed lightweight model priced at sub-cent levels.

Elo:Doubao Lite 1.5+2SWE:DeepSeek R1+19.2%
DeepSeek R1vsGemini 2.5 ProGoogle
Compare

Previous Google long-context flagship.

Elo:DeepSeek R1+8SWE:DeepSeek R1+1.4%
DeepSeek R1vsCommand ACohere
Compare

Cohere enterprise RAG and tool-use model.

Elo:DeepSeek R1+14SWE:DeepSeek R1+22.6%
DeepSeek R1vsGPT-4oOpenAI
Compare

Previous OpenAI flagship. Still a common compare baseline on legacy pages.

Elo:DeepSeek R1+23SWE:DeepSeek R1+10.4%
DeepSeek R1vsCodestral 25.01Mistral
Compare

Mistral code-specialist model.

Elo:DeepSeek R1+38SWE:DeepSeek R1+13.4%
DeepSeek R1vsDeepSeek V3DeepSeek
Compare

Prior DeepSeek flagship. Baseline for v3 vs v4.

Elo:DeepSeek R1+48SWE:DeepSeek R1+16.6%
DeepSeek R1vsGemini 2.5 FlashGoogle
Compare

Previous Google speed workhorse.

Elo:DeepSeek R1+63SWE:DeepSeek R1+17.2%
DeepSeek R1vsLlama 3.3 70BMeta
Compare

Previous Meta 70B open-weight workhorse.

Elo:DeepSeek R1+73SWE:DeepSeek R1+20.1%
DeepSeek R1vsClaude 3.5 SonnetAnthropic
Compare

2024 workhorse. Still a high-intent compare against GPT-4o.

Elo:DeepSeek R1+78SWE:DeepSeek R1+16.2%
DeepSeek R1vsGPT-4o miniOpenAI
Compare

Legacy small OpenAI model. Useful as a cheap baseline.

Elo:DeepSeek R1+86SWE:DeepSeek R1+24%
DeepSeek R1vsGemini 1.5 ProGoogle
Compare

First million-token Gemini Pro. Baseline for 1.5 vs 2.5 vs 3.x Pro.

Elo:DeepSeek R1+98SWE:DeepSeek R1+27.2%
DeepSeek R1vsGPT-4 TurboOpenAI
Compare

GPT-4 Turbo 128k. Historical flagship for gpt-4 turbo vs gpt-4o / gpt-5.

Elo:DeepSeek R1+103SWE:DeepSeek R1+32%
DeepSeek R1vsClaude 3 OpusAnthropic
Compare

Original Claude 3 flagship. Kept so opus 3 vs later Opus and vs GPT-4o still resolve.

Elo:DeepSeek R1+110SWE:DeepSeek R1+26.8%
DeepSeek R1vsLlama 3.1 70BMeta
Compare

Llama 3.1 70B instruct. Predecessor to 3.3 70B and Llama 4.

Elo:DeepSeek R1+118SWE:DeepSeek R1+25%
DeepSeek R1vsClaude 3.5 HaikuAnthropic
Compare

Previous cheap Claude. Haiku 4.5 is the current $1/$5 SKU.

Elo:DeepSeek R1+134SWE:DeepSeek R1+29%
DeepSeek R1vsGPT Image 2 (High)OpenAI
Compare

OpenAI flagship diffusion-transformer image synthesis model with supreme prompt adherence, realistic textures, and complex text composition.

DeepSeek R1vsGPT Image 2 (Low / Fast)OpenAI
Compare

Fast distilled tier of GPT Image 2 designed for high-throughput interactive creative workflows at 70% lower price.

DeepSeek R1vsGPT Image 1.5OpenAI
Compare

Previous OpenAI image generation flagship. High fidelity with proven enterprise reliability.

DeepSeek R1vsDALL-E 3OpenAI
Compare

Legacy OpenAI image model benchmark baseline. Retained for historical comparisons.

DeepSeek R1vsReve 2.1Reve
Compare

State-of-the-art cinematic image synthesis foundation model known for photorealistic lighting and aesthetic composition.

DeepSeek R1vsNano Banana Pro (Gemini 3 Pro Image)Google
Compare

Google DeepMind frontier multimodal image generation flagship with Deep Research and complex multi-object spatial reasoning.

DeepSeek R1vsNano Banana 2 (Gemini 3.1 Flash Image)Google
Compare

Google high-speed multimodal generative model delivering top Elo performance at half the latency and cost of Pro.

DeepSeek R1vsNano Banana 2 LiteGoogle
Compare

Sub-1.5 second ultra-low latency tier for real-time applications and mobile game asset pipelines.

DeepSeek R1vsFLUX.2 [max]Black Forest Labs
Compare

Black Forest Labs maximum-capacity flow-matching model with photoreal anatomy and leading typography fidelity.

DeepSeek R1vsFLUX.2 [flex]Black Forest Labs
Compare

Flexible step-distilled variant of FLUX.2 offering 99% of Max quality with 45% faster generation speeds.

DeepSeek R1vsFLUX.1.1 [pro]Black Forest Labs
Compare

First-generation professional API model from Black Forest Labs, renowned for 6x faster generation than original FLUX.1 Pro.

DeepSeek R1vsFLUX.1 [dev]Black Forest Labs
Compare

Open-weights non-commercial base model with 12B parameters, serving as the foundation for the open-source fine-tuning ecosystem.

DeepSeek R1vsFLUX.1 [schnell]Black Forest Labs
Compare

Apache 2.0 4-step distilled open weights model optimized for local inference and instant preview generation.

DeepSeek R1vsIdeogram 4.0 (Quality)Ideogram
Compare

Industry-leading typography, graphic design, and in-image text layout model with precise kerning and complex banner generation.

DeepSeek R1vsIdeogram 4.0 Open WeightsIdeogram
Compare

Open-weight release of Ideogram 4.0, bringing world-class text rendering to self-hosted enterprise infrastructure.

DeepSeek R1vsRecraft V4.1 Utility ProRecraft
Compare

Specialized generative model for vector art, icon sets, illustrations, and commercial design assets with native brand color matching.

DeepSeek R1vsRecraft V4.1 UtilityRecraft
Compare

High-speed utility tier of Recraft V4.1 tailored for rapid asset production at $0.035/image.

DeepSeek R1vsKrea 2 LargeKrea
Compare

High-resolution real-time generation model tuned for artistic composition and dynamic concept art.

DeepSeek R1vsKrea 2 Medium TurboKrea
Compare

Sub-2 second interactive generation engine delivering ultra-affordable $15/1k image generation.

DeepSeek R1vsQwen Image 2.0 ProAlibaba
Compare

Alibaba multimodal image synthesis foundation model with strong bilingual Chinese/English typography and cultural asset fidelity.

DeepSeek R1vsWan2.6 Text to ImageAlibaba
Compare

Alibaba high-efficiency open video/image unified transformer backbone.

DeepSeek R1vsSeedream 5.0 ProByteDance
Compare

ByteDance flagship image generation model with high photorealism and fine facial structure rendering.

DeepSeek R1vsSeedream 4.0ByteDance
Compare

High-value ByteDance image foundation model at $30/1k images.

DeepSeek R1vsMidjourney v7Midjourney
Compare

Midjourney v7 premier creative image generation model with unparalleled stylistic nuances, coherent hands/anatomy, and cinematic grading.

DeepSeek R1vsMidjourney v6.1Midjourney
Compare

Previous standard in aesthetic digital art generation, retained as a historical compare baseline.

DeepSeek R1vsMAI-Image-2.5Microsoft AI
Compare

Microsoft AI proprietary foundation image model for Copilot Studio and enterprise creative workflows.

DeepSeek R1vsMAI-Image-2.5-FlashMicrosoft AI
Compare

Cost-optimized Microsoft AI image model delivering sub-2 second responses at $20/1k images.

DeepSeek R1vsHiDream-O1-Image-1.5HiDream
Compare

HiDream high-definition visual generator optimized for photorealism and accurate complex lighting.

DeepSeek R1vsLuma UNI 1 MaxLuma Labs
Compare

Luma Labs universal 3D-aware image synthesis engine with spatial geometry consistency.