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Home/Grok 4.6 vs GPT-5.6 Sol
Winner: GPT-5.6 SolxAI vs OpenAI

Grok 4.6 vs GPT-5.6 Sol

GPT-5.6 Sol wins on coding (97 vs 86) and writing quality and context window (1.05M vs 500K). For most workflows, GPT-5.6 Sol is the stronger default — best openai flagship — leads terminal coding and agentic browsing.

Last verified Sep 3, 2026/Model data modified Sep 3, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
OpenAIPremium
Input cost
$2.00/1M
Context
1.1M tokens
Speed
Deliberate

Clear recommendation block

The safest Grok 4.6 vs GPT-5.6 Sol default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

GPT-5.6 Sol

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Why this recommendation

GPT-5.6 Sol is the strongest answer here for Grok 4.6 vs GPT-5.6 Sol — pick it when quality of output matters more than the $2.00/1M/1M input you pay for it.

OpenAIPremium
Best for
Frontier agentic coding, deep research, and hardest reasoning tasks
Price
$2.00/1M
Context
1.1M tokens
Best value model

Grok 4.6

View
Why this recommendation

Grok 4.6 handles the same job for about 33% less per token. Start here and only move up if the output is not good enough.

xAIBalanced
Best for
Long-running agents and multi-step codebase work
Price
$2.00/1M
Context
500k tokens
Best for speed

Grok 4.6

View
Why this recommendation

Grok 4.6 is the fastest of these for Grok 4.6 vs GPT-5.6 Sol — worth it when latency is what the reader notices, not the last few points of reasoning depth.

xAIBalanced
Best for
Long-running agents and multi-step codebase work
Price
$2.00/1M
Context
500k tokens

Why this page recommends it

GPT-5.6 Sol leads on coding with a score of 97 vs 86 for Grok 4.6.

GPT-5.6 Sol has the larger context window: 1.05M vs 500K for Grok 4.6.

Both models are similarly priced — the decision comes down to capability, not cost.

Decision notes

Go with GPT-5.6 Sol if you want one model to handle coding and research — it targets frontier agentic coding, deep research, and hardest reasoning tasks.

Grok 4.6 earns its place when your work is mostly long-running agents and multi-step codebase work, even though it loses the overall count here.

Grok 4.6 is the more cost-efficient option at $2/1M input — GPT-5.6 Sol costs 1x more per input token, so the gap is worth taking seriously wherever token volume rather than peak quality drives the bill.

Interactive decision lab

Test the recommendation against your priority

Switch the scoring lens to see whether the Grok 4.6 vs GPT-5.6 Sol answer changes when cost, speed, or long-document depth leads the decision.

#1GPT-5.6 Sol89 pts
#2Grok 4.682 pts
Quality first

GPT-5.6 Sol

OpenAI / Premium / Sep 3, 2026

89

Best OpenAI flagship — leads terminal coding and agentic browsing.

Ranks models by the broadest mix of coding, writing, research, and long-context usefulness.

Cost
$2.00/1M
$10.00/1M out
Speed
Deliberate
2/5 score
Context
1.1M tokens
input window
View model
Data-backed recommendation
Avoid this pick if

Repo-level coding is the main job — Opus 5 leads SWE-bench Pro by ~15 points — or you're cost-sensitive (Terra is 60% cheaper at 1–4 points off).

Recommended comparisons

Where the Grok 4.6 vs GPT-5.6 Sol recommendation shifts once you weigh price or latency differently.

xAIBalancedWinner: GPT-5.6 Sol

Grok 4.6

Finishes agent tasks in half the turns — cheap where it counts.

Best use case
Long-running agents and multi-step codebase work
Input
$2.00/1M
Pricing
Balanced
Speed
Fast
Context
500k tokens
AgenticReasoningTurn-efficient
OpenAIPremiumOption 2

GPT-5.6 Sol

Best OpenAI flagship — leads terminal coding and agentic browsing.

Best use case
Frontier agentic coding, deep research, and hardest reasoning tasks
Input
$2.00/1M
Pricing
Premium
Speed
Deliberate
Context
1.1M tokens
AgenticReasoningFlagship

Side-by-side specs

List prices and published scores — the numbers this page's pick is built from.

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
GPT-5.6 SolOpenAI$2.00/1M$10.00/1M$401.1M tokensDeliberate979497
Grok 4.6xAI$2.00/1M$6.00/1M$32500k tokensFast868488

Scores out of 100 — how we evaluate models. “Est. month” is 10M in / 2M out at list price: a ceiling, no discounts.

The case for each model

Why each one is on the shortlist for Grok 4.6 vs GPT-5.6 Sol, what it is genuinely good at, and where we would steer you away from it.

GPT-5.6 Sol

Winner: GPT-5.6 SolOpenAI

Our pick for Grok 4.6 vs GPT-5.6 Sol. It scores 97/100 on the coding axis we weight this page by, and nothing else in this shortlist matches it on output quality.

The flagship of OpenAI's GPT-5.6 family — its most capable reasoning and agentic-coding model, with an 'ultra' mode that spawns sub-agents for long autonomous workflows.

Input
$2.00/1M
Output
$10.00/1M
Context
1.1M tokens
Speed
Deliberate

What people actually use it for

  • Tool-heavy terminal coding — 88.8% on Terminal-Bench 2.1 (91.9% in ultra mode, a state of the art)
  • Agentic web research at 90.4% BrowseComp with top-tier GPQA Diamond science reasoning (94.6%)
  • Long autonomous workflows using ultra mode's sub-agent orchestration

Where it wins

  • Terminal-Bench 2.1 leader at 88.8% (91.9% ultra) — the top OpenAI agentic-coding result
  • 94.6% GPQA Diamond and 90.4% BrowseComp — frontier science reasoning and agentic browsing
  • Artificial Analysis Coding Agent Index leader at 80 points, near Fable 5 intelligence at roughly one-third the cost

Where it falls down

  • Trails Claude Opus 5 badly on repository-level engineering (SWE-bench Pro 64.6% vs 79.2%)
  • Long-context surcharge ($10/$45 above 272K) and 2–3x ultra-mode costs stack up fast

Skip it if

Repo-level coding is the main job — Opus 5 leads SWE-bench Pro by ~15 points — or you're cost-sensitive (Terra is 60% cheaper at 1–4 points off).

Our verdict

OpenAI's strongest model and the terminal-workflow leader. Sol beats everything on Terminal-Bench and agentic browsing, but Claude Opus 5 remains the better pick for repository-level software engineering.

Full pricing, benchmark table and release notes on the GPT-5.6 Sol page.

Grok 4.6

xAI

Where most budgets should land for Grok 4.6 vs GPT-5.6 Sol — about 33% less per token than GPT-5.6 Sol, and still 86/100 on the coding axis.

xAI's long-horizon agent model — it finishes agentic tasks in roughly half the turns of its rivals, which makes it cheaper in practice than its per-token price suggests.

Input
$2.00/1M
Output
$6.00/1M
Context
500k tokens
Speed
Fast

What people actually use it for

  • Long-horizon research agents that work a topic across many sequential steps
  • Working through an unfamiliar codebase over an extended agent session
  • Interactive and visual work where turn count drives the real bill

Where it wins

  • Roughly half the turns of competing models on agent tasks — real cost per completed task lands well below the sticker price
  • 88.4% on Terminal-Bench 2.1 and 87.0% on VulcanBench v3
  • Artificial Analysis Intelligence Index of 61, 4th overall and within reach of Claude Opus 5

Where it falls down

  • No published SWE-bench Verified or SWE-bench Pro figure, so it cannot be compared directly on the standard coding leaderboard
  • GPT-5.6 Sol Max beats it on DeepSWE v1.1 and Terminal-Bench 3.0
  • Prompts of 200K tokens or more are billed at $4/$12 across the entire request, not just the overage

Skip it if

You need a published SWE-bench score to justify the pick, or your prompts routinely cross 200K tokens where the price doubles.

Our verdict

Buy it for turn efficiency, not for benchmark ceilings. On long agent runs, finishing in half the turns beats a model that scores two points higher and takes twice as many round trips.

Full pricing, benchmark table and release notes on the Grok 4.6 page.

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Quick links

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FAQ

Is Grok 4.6 better than GPT-5.6 Sol?

GPT-5.6 Sol wins on more of the categories we score — coding, research, reasoning — so it is the better default of the two. Grok 4.6 is the better pick when your work is mostly long-running agents and multi-step codebase work. Neither is universally "better": GPT-5.6 Sol is aimed at frontier agentic coding and deep research, Grok 4.6 at long-running agents and multi-step codebase work.

Which is cheaper — Grok 4.6 or GPT-5.6 Sol?

Both models are similarly priced at $2/1M input tokens. The decision should come down to capability, not cost.

Which has a larger context window — Grok 4.6 or GPT-5.6 Sol?

GPT-5.6 Sol has the larger context window at 1.05M tokens vs Grok 4.6's 500K. For large document analysis, GPT-5.6 Sol is the stronger pick.

Is Grok 4.6 or GPT-5.6 Sol better for coding?

GPT-5.6 Sol is better for coding with a score of 97 vs Grok 4.6's 86 (out of 100). GPT-6 Astra is the overall coding leader in this directory at 100/100.

Which is faster — Grok 4.6 or GPT-5.6 Sol?

Grok 4.6 is faster with a fast speed rating (score: 4) vs GPT-5.6 Sol's deliberate rating (score: 2). Speed matters most for interactive and high-throughput work; for batch jobs the GPT-5.6 Sol latency penalty is usually invisible.

What are the downsides of GPT-5.6 Sol?

Trails Claude Opus 5 badly on repository-level engineering (SWE-bench Pro 64.6% vs 79.2%). Long-context surcharge ($10/$45 above 272K) and 2–3x ultra-mode costs stack up fast. Avoid it if repo-level coding is the main job — Opus 5 leads SWE-bench Pro by ~15 points — or you're cost-sensitive (Terra is 60% cheaper at 1–4 points off). That is the main case for looking at Grok 4.6 instead.

What are the downsides of Grok 4.6?

No published SWE-bench Verified or SWE-bench Pro figure, so it cannot be compared directly on the standard coding leaderboard. GPT-5.6 Sol Max beats it on DeepSWE v1.1 and Terminal-Bench 3.0. Prompts of 200K tokens or more are billed at $4/$12 across the entire request, not just the overage. Avoid it if you need a published SWE-bench score to justify the pick, or your prompts routinely cross 200K tokens where the price doubles. Against GPT-5.6 Sol specifically, the gap shows up most on coding (97 vs 86).

What does a month of real work cost on Grok 4.6 vs GPT-5.6 Sol?

Take a moderate workload of 10M input and 2M output tokens a month. Grok 4.6 runs $32.00 (at $2/1M in and $6/1M out); GPT-5.6 Sol runs $40.00 (at $2/1M in and $10/1M out). That is a $8.00/month difference — Grok 4.6 is the cheaper of the two at this volume, and the gap scales linearly as you send more. Output tokens dominate the bill on both, so prompt length matters far less than response length.

Can I use Grok 4.6 and GPT-5.6 Sol together?

Yes, and for most teams that beats picking one. A common split is GPT-5.6 Sol for frontier agentic coding and deep research, with Grok 4.6 handling long-running agents and multi-step codebase work. Routing high-volume, low-stakes calls to Grok 4.6 at $2/1M and reserving GPT-5.6 Sol for the hard cases is usually the cheapest arrangement that does not cost you quality.