DeepSeek R1 vs GPT-5.6 Sol
At a Glance
| Compare |  DeepSeek R1DeepSeek |  GPT-5.6 SolOpenAI |
|---|---|---|
| Intelligence, Cost, and Efficiency | ||
| IntelligenceHigher is better · MM Intelligence v2.5 | UnrankedNot in the 46-model eligible cohort | #5 of 4685.3 score · 3/3 sources · complete |
| CostLower is better · Published-token output estimate | UnrankedNot in the 44-model eligible cohort | #24 of 44$0.117 per LiveBench case |
| EfficiencyHigher is better · MM Efficiency v1.5 | UnrankedNot in the 38-model eligible cohort | #3 of 3865.3 score · 3/3 sources · complete |
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.70Openrouter ↗ · Aug 28, 2026 | $2.00Openrouter ↗ · Sep 22, 2026 |
| Output priceFrom · USD / 1M tokens | $2.50Openrouter ↗ · Aug 28, 2026 | $10.00Openrouter ↗ · Sep 22, 2026 |
| Context windowMaximum documented tokens | 164K | 1,050K |
| Model facts checked | Aug 28, 2026View model evidence → | Aug 28, 2026View model evidence → |
Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →
Available Benchmarks
| Benchmark | DeepSeek-R1 | GPT-5.6 Sol |
|---|---|---|
| LMArena Text Arenatext-2026-09-13-d25aabda0010 · arena_rating · leader | 1,372.6094% of row best · rating · deepseek-r1; 95% CI [1367.75270193, 1377.44238946]; votes 18524; rank 168 | 1,455.05100% of row best · rating · gpt-5.6-sol-xhigh; 95% CI [1450.16111002, 1459.93036454]; votes 27069; rank 37 |
| Overall ResultCounted from the protocol-matched rows above | 0 benchmark winsNo overall winner | 1 benchmark winNo overall winner |
Third-party benchmark Only like-for-like primary-publisher results are shown; raw scores, relative scores, configuration, and token spend remain visible.
Side-by-Side Facts
| Field | DeepSeek-R1 | GPT-5.6 Sol |
|---|---|---|
| Developer | DeepSeek | OpenAI |
| Family | Deepseek R1 | Gpt 5 6 |
| Model | DeepSeek-R1 | GPT-5.6 Sol |
| Version | DeepSeek-R1 | GPT-5.6 Sol |
| Lifecycle | active | active |
| Released | 2025-01-20 | Unknown |
| Knowledge cutoff | Unknown | 2026-02-16 |
| Input modalities | Text | Text, Image |
| Output modalities | Text | Text |
| Context window | 164K | 1,050K |
| Total parameters | 684.5B | Unknown |
| Active parameters | 37B | Unknown |
| License | mit | Unknown |
| Open weights | Yes | No |
| API available | Yes | Yes |
| Self-hostable | Yes | No |
| Provider access | Hugging Face (Standard), Openrouter (Standard) | Openai (Standard), Openrouter (Standard) |
| Capabilities | chat, generation, reasoning | chat, generation, reasoning, tools |
DeepSeek R1 Capabilities
GPT-5.6 Sol Capabilities
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Primary Evidence
Sources and Freshness
Questions
DeepSeek R1 vs GPT-5.6 Sol FAQs
Is DeepSeek R1 or GPT-5.6 Sol better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both DeepSeek R1 and GPT-5.6 Sol, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, DeepSeek R1 or GPT-5.6 Sol?+
DeepSeek R1 is $0.70 and GPT-5.6 Sol is $2.00 per million tokens, so DeepSeek R1 is cheaper on this metric. DeepSeek R1 is $2.50 and GPT-5.6 Sol is $10.00 per million tokens, so DeepSeek R1 is cheaper on this metric.
Which has a larger context window, DeepSeek R1 or GPT-5.6 Sol?+
GPT-5.6 Sol has the larger sourced context window. DeepSeek R1 supports 164K and GPT-5.6 Sol supports 1,050K.
Which performs better in benchmarks, DeepSeek R1 or GPT-5.6 Sol?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can DeepSeek R1 or GPT-5.6 Sol be self-hosted?+
DeepSeek R1 is the only model in this pair currently marked as self-hostable. DeepSeek R1 is open weight; GPT-5.6 Sol is not marked open weight.
Can DeepSeek R1 and GPT-5.6 Sol understand images?+
DeepSeek R1 is not documented with image input; GPT-5.6 Sol is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, DeepSeek R1 or GPT-5.6 Sol?+
GPT-5.6 Sol has the larger sourced maximum output: DeepSeek R1 supports 33K and GPT-5.6 Sol supports 128K output tokens.
Do DeepSeek R1 and GPT-5.6 Sol support reasoning and tool use?+
DeepSeek R1: reasoning. GPT-5.6 Sol: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, DeepSeek R1 or GPT-5.6 Sol?+
DeepSeek R1 has 2 sourced provider routes; GPT-5.6 Sol has 2, a tie.
Which offers better value, DeepSeek R1 or GPT-5.6 Sol?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.