Grok 4.6 vs GPT-5.6 Sol
Artificial Analysis places Grok 4.6, released August 7, 2026, level with GPT-5.6 Sol and above Kimi K3, third overall on its index. That is the whole reason this comparison is interesting, because the two models are not priced anywhere near each other. Sol charges $5 per million input tokens and $30 per million output. Grok 4.6 charges $2 and $6 for any request under 200,000 tokens, with cached input at $0.50. The catch is the cliff: once a request crosses 200,000 tokens, Grok rates double to $4 input, $1 cached, and $12 output, and the higher tier applies to every token in that request rather than only the overage. Sol has no equivalent step and ships a full 1 million token window against Grok's 500,000. Architecturally Grok 4.6 is the same 1.5 trillion parameter V9 foundation as Grok 4.5 with the entire gain coming from supervised fine-tuning and reinforcement learning, which is xAI's explicit bet that post-training beats parameter count at a fixed latency and cost envelope. It is also why 4.6 should be treated as a checkpoint: xAI has signaled a 2.1 trillion parameter Grok 4.7 within weeks and says it will train from scratch monthly through the end of 2026. Sol is the more conservative choice on ecosystem, tooling, enterprise deployment, and the sheer volume of independent evaluation behind it. Grok is the choice if your prompts stay under 200K and the index parity holds up on your own evals.
Head-to-Head Specs
| Spec | Grok 4.6 | GPT-5.6 Sol |
|---|---|---|
| Provider | xAI | OpenAI |
| Input Price | $2.00/1M | $5.00/1M |
| Output Price | $6.00/1M | $30.00/1M |
| Context Window | 500K | 1M |
| Released | 2026-08 | 2026-07 |
| Capabilities | text, vision, tool-use, code, reasoning | text, vision, tool-use, code, reasoning |
Category Breakdown
$2/$6 per 1M against $5/$30, with cached input at $0.50
Grok doubles to $4/$12 on the whole request, still below Sol, but the cliff wrecks naive cost models
Artificial Analysis places Grok 4.6 level with GPT-5.6 Sol, both third overall
1M tokens on Sol against 500K on Grok, with no long-context surcharge on Sol
OpenAI has the largest developer ecosystem, broader SDK and integration coverage, and more third-party harness support
Grok integrates live X platform data, which no OpenAI model matches natively
xAI signals a 2.1T Grok 4.7 within weeks and monthly from-scratch training, so 4.6 is a short-lived checkpoint
Sol has far more published third-party evaluation; Grok 4.6 rests largely on the Artificial Analysis index placement
Choose Grok 4.6 when:
- ▸Reasoning and analysis where prompts reliably stay under 200K tokens
- ▸Cost-sensitive production traffic at frontier-adjacent quality
- ▸Applications that benefit from live X platform data
- ▸Teams willing to re-evaluate on a monthly xAI release cadence
Choose GPT-5.6 Sol when:
- ▸Prompts that routinely exceed 200K tokens, where the Grok cliff erases the discount
- ▸Full 1M context without a pricing tier change mid-request
- ▸Enterprise deployments that need the broadest SDK and integration coverage
- ▸Procurement that requires deep independent benchmark evidence
Frequently Asked Questions
Which is better, Grok 4.6 or GPT-5.6 Sol?
It depends on your use case. Grok 4.6 from xAI excels at reasoning and analysis where prompts reliably stay under 200k tokens, while GPT-5.6 Sol from OpenAI is better for prompts that routinely exceed 200k tokens, where the grok cliff erases the discount. See the full comparison above for detailed benchmarks and pricing.
How much does Grok 4.6 cost compared to GPT-5.6 Sol?
Grok 4.6 costs $2.00 input and $6.00 output per 1M tokens. GPT-5.6 Sol costs $5.00 input and $30.00 output per 1M tokens.
What is the context window difference between Grok 4.6 and GPT-5.6 Sol?
Grok 4.6 supports 500K tokens, while GPT-5.6 Sol supports 1M tokens.