Model vs model
Gemini 3.1 Pro (preview) vs Grok 4.7
Gemini 3.1 Pro (preview) and Grok 4.7 are both in llmwise. What each gets on every plan, what it reads, how it's served and what happens when its provider fails, from the catalog and the code that runs them.
Model prices and specs checked against OpenRouter's Gemini 3.1 Pro page, OpenRouter's Grok 4.7 page. Updated .
Short answer
Grok 4.7 gets twice as many messages: up to 250 messages a month on Pro, against up to 125 messages a month for Gemini 3.1 Pro (preview). Beyond that, they read the same files and neither is easier to try. In our test runs, Gemini 3.1 Pro (preview) passed 49 of the 50 prompts both answered and Grok 4.7 47; 2 prompts split them, most on writing (4 to 3).
Gemini 3.1 Pro (preview) vs Grok 4.7, prompt by prompt
Every prompt Gemini 3.1 Pro (preview) and Grok 4.7 both answered, compared directly, their biggest differences first. One run each, through OpenRouter: a wait depends on the provider and the load that day, so a lead under 10% counts as close.
Of the 50 prompts both answered, both passed 47, only Gemini 3.1 Pro (preview) passed 2, only Grok 4.7 passed 0, and neither passed 1. Gemini 3.1 Pro (preview) answered sooner on 22 of the 50 and Grok 4.7 on 25; the rest were within 10% of each other. The 50 replies cost $0.5334 on Gemini 3.1 Pro (preview) and $0.3875 on Grok 4.7: 1.4× less on Grok 4.7.
The 2 prompts only one of Gemini 3.1 Pro (preview) and Grok 4.7 passed
Rewrite corporate jargon in plain words (writing): Gemini 3.1 Pro (preview) passed and Grok 4.7 didn't. Gemini 3.1 Pro (preview): Graded 4.0 of 5 on average (lowest 3). Grok 4.7: Graded 3.7 of 5 on average (lowest 3).
A frustrated customer (customer support): Gemini 3.1 Pro (preview) passed and Grok 4.7 didn't. Gemini 3.1 Pro (preview): Graded 4.0 of 5 on average (lowest 3). Grok 4.7: Graded 3.7 of 5 on average (lowest 3).
Job by job, the widest gaps first
Customer support: Gemini 3.1 Pro (preview) passed 5 of 5 and Grok 4.7 4 of 5. Gemini 3.1 Pro (preview) answered 1.3× sooner at the median, 8.7 s against 11.6 s. Grok 4.7 cost 1.7× less, $0.0529 against $0.0306 for the 5 replies. Gemini 3.1 Pro (preview)'s replies ran 23% longer, in tokens of reply, thinking not counted.
Writing: Gemini 3.1 Pro (preview) passed 4 of 5 and Grok 4.7 3 of 5. Grok 4.7 answered 1.5× sooner at the median, 9.1 s against 6.0 s. Grok 4.7 cost 1.6× less, $0.0459 against $0.0288 for the 5 replies. Gemini 3.1 Pro (preview)'s replies ran 13% longer, in tokens of reply, thinking not counted.
Summarization: Gemini 3.1 Pro (preview) passed 5 of 5 and Grok 4.7 5 of 5. Grok 4.7 answered 2.9× sooner at the median, 8.0 s against 2.8 s. Grok 4.7 cost 3.1× less, $0.0441 against $0.0141 for the 5 replies. Their replies ran to about the same length.
RAG and answering from documents: Gemini 3.1 Pro (preview) passed 5 of 5 and Grok 4.7 5 of 5. Grok 4.7 answered 2.9× sooner at the median, 5.6 s against 1.9 s. Grok 4.7 cost 2.0× less, $0.0290 against $0.0146 for the 5 replies. Their replies ran to about the same length.
Translation: Gemini 3.1 Pro (preview) passed 5 of 5 and Grok 4.7 5 of 5. Their median waits were close, 10.3 s against 10.7 s. Grok 4.7 cost 1.7× less, $0.0699 against $0.0410 for the 5 replies. Gemini 3.1 Pro (preview)'s replies ran 11% longer, in tokens of reply, thinking not counted.
SQL: Gemini 3.1 Pro (preview) passed 5 of 5 and Grok 4.7 5 of 5. Grok 4.7 answered 2.5× sooner at the median, 7.4 s against 3.0 s. Grok 4.7 cost 1.6× less, $0.0386 against $0.0240 for the 5 replies. Their replies ran to about the same length.
Agents and tool use: Gemini 3.1 Pro (preview) passed 5 of 5 and Grok 4.7 5 of 5. Their median waits were close, 5.3 s against 5.2 s. Grok 4.7 cost 1.4× less, $0.0284 against $0.0197 for the 5 replies. Gemini 3.1 Pro (preview)'s replies ran 76% longer, in tokens of reply, thinking not counted.
Data analysis: Gemini 3.1 Pro (preview) passed 5 of 5 and Grok 4.7 5 of 5. Their median waits were close, 8.6 s against 8.9 s. Grok 4.7 cost 1.4× less, $0.0773 against $0.0556 for the 5 replies. Gemini 3.1 Pro (preview)'s replies ran 168% longer, in tokens of reply, thinking not counted.
Math: Gemini 3.1 Pro (preview) passed 5 of 5 and Grok 4.7 5 of 5. Gemini 3.1 Pro (preview) answered 1.4× sooner at the median, 8.3 s against 11.7 s. Grok 4.7 cost 1.4× less, $0.0501 against $0.0362 for the 5 replies. Gemini 3.1 Pro (preview)'s replies ran 60% longer, in tokens of reply, thinking not counted.
Coding: Gemini 3.1 Pro (preview) passed 5 of 5 and Grok 4.7 5 of 5. Gemini 3.1 Pro (preview) answered 3.1× sooner at the median, 10.3 s against 31.6 s. Gemini 3.1 Pro (preview) cost 1.3× less, $0.0973 against $0.1229 for the 5 replies. Their replies ran to about the same length.
All 50 prompts: who passed, who answered sooner, who cost less
| Prompt | Result | Sooner | Cheaper |
|---|---|---|---|
| Turn a title into a URL slug | Both passed | Gemini 3.1 Pro (preview), 2.4×took 6.0 s and 14.3 s | Gemini 3.1 Pro (preview), 1.4×cost $0.0056 and $0.0078 |
| Parse a duration like “1h 30m” | Both passed | Gemini 3.1 Pro (preview), 3.1×took 10.3 s and 31.6 s | Closecost $0.0172 and $0.0167 |
| Merge overlapping intervals | Both passed | Grok 4.7, 1.4×took 8.6 s and 6.1 s | Grok 4.7, 2.3×cost $0.0103 and $0.0045 |
| Evaluate an arithmetic expression, no eval | Both passed | Gemini 3.1 Pro (preview), 5.4×took 20.6 s and 110.1 s | Gemini 3.1 Pro (preview), 1.6×cost $0.0351 and $0.0574 |
| Parse CSV with quoted fields | Both passed | Gemini 3.1 Pro (preview), 3.5×took 20.6 s and 72.2 s | Gemini 3.1 Pro (preview), 1.3×cost $0.0291 and $0.0364 |
| Announce a second bakery shop on LinkedIn | Both passed | Gemini 3.1 Pro (preview), 1.7×took 9.5 s and 16.1 s | Grok 4.7, 1.2×cost $0.0113 and $0.0093 |
| Rewrite corporate jargon in plain words | Only Gemini 3.1 Pro (preview) | Gemini 3.1 Pro (preview), 2.3×took 8.8 s and 20.0 s | Gemini 3.1 Pro (preview), 1.1×cost $0.0101 and $0.0112 |
| Decline a meeting and offer two times | Both passed | Grok 4.7, 2.5×took 6.2 s and 2.5 s | Grok 4.7, 2.4×cost $0.0058 and $0.0024 |
| A product announcement with five rules | Both passed | Grok 4.7, 3.7×took 9.2 s and 2.5 s | Grok 4.7, 3.8×cost $0.0095 and $0.0025 |
| Argue both sides of free buses | Neither passed | Grok 4.7, 1.5×took 9.1 s and 6.0 s | Grok 4.7, 2.7×cost $0.0092 and $0.0034 |
| A discount, then sales tax | Both passed | Gemini 3.1 Pro (preview), 1.3×took 3.6 s and 4.8 s | Grok 4.7, 1.3×cost $0.0042 and $0.0033 |
| Pens at 3 for $4 | Both passed | Gemini 3.1 Pro (preview), 1.9×took 9.6 s and 18.5 s | Closecost $0.0121 and $0.0111 |
| Compound interest over three years | Both passed | Gemini 3.1 Pro (preview), 1.3×took 6.2 s and 8.0 s | Grok 4.7, 2.0×cost $0.0099 and $0.0051 |
| Four-digit numbers whose digits sum to 9 | Both passed | Gemini 3.1 Pro (preview), 1.6×took 9.6 s and 15.1 s | Grok 4.7, 1.6×cost $0.0150 and $0.0093 |
| The highest of three dice is a 5 | Both passed | Gemini 3.1 Pro (preview), 1.4×took 8.3 s and 11.7 s | Grok 4.7, 1.2×cost $0.0090 and $0.0074 |
| An article in three bullets | Both passed | Grok 4.7, 3.0×took 8.0 s and 2.6 s | Grok 4.7, 3.5×cost $0.0088 and $0.0025 |
| An email thread in one sentence | Both passed | Grok 4.7, 2.3×took 6.3 s and 2.8 s | Grok 4.7, 2.8×cost $0.0058 and $0.0021 |
| Decisions and action items from a meeting | Both passed | Grok 4.7, 1.4×took 7.6 s and 5.3 s | Grok 4.7, 2.2×cost $0.0081 and $0.0036 |
| A quarterly memo for the CEO | Both passed | Grok 4.7, 2.8×took 11.2 s and 4.0 s | Grok 4.7, 3.9×cost $0.0139 and $0.0035 |
| A study with a negative result | Both passed | Grok 4.7, 3.0×took 8.2 s and 2.8 s | Grok 4.7, 3.2×cost $0.0075 and $0.0024 |
| The region with the most revenue | Both passed | Closetook 8.5 s and 8.9 s | Grok 4.7, 1.7×cost $0.0117 and $0.0067 |
| Average order value in August | Both passed | Closetook 8.6 s and 9.1 s | Grok 4.7, 1.8×cost $0.0130 and $0.0072 |
| Revenue change from July to August | Both passed | Grok 4.7, 1.2×took 9.0 s and 7.7 s | Grok 4.7, 1.8×cost $0.0135 and $0.0074 |
| A median, filtered two ways | Both passed | Grok 4.7, 1.6×took 7.1 s and 4.4 s | Grok 4.7, 2.2×cost $0.0082 and $0.0037 |
| Correlation between ad spend and sign-ups | Both passed | Gemini 3.1 Pro (preview), 3.1×took 16.5 s and 50.5 s | Closecost $0.0310 and $0.0306 |
| A late order | Both passed | Gemini 3.1 Pro (preview), 2.0×took 8.7 s and 17.5 s | Grok 4.7, 1.5×cost $0.0125 and $0.0084 |
| A return inside the window | Both passed | Grok 4.7, 1.4×took 6.9 s and 4.8 s | Grok 4.7, 2.0×cost $0.0076 and $0.0039 |
| A frustrated customer | Only Gemini 3.1 Pro (preview) | Gemini 3.1 Pro (preview), 1.2×took 9.8 s and 11.6 s | Grok 4.7, 1.5×cost $0.0110 and $0.0075 |
| A refund request outside the window | Both passed | Grok 4.7, 2.0×took 7.4 s and 3.6 s | Grok 4.7, 3.0×cost $0.0103 and $0.0034 |
| A message with a planted instruction | Both passed | Gemini 3.1 Pro (preview), 1.1×took 10.6 s and 11.7 s | Grok 4.7, 1.6×cost $0.0116 and $0.0075 |
| A delivery message into Spanish | Both passed | Grok 4.7, 1.2×took 11.8 s and 10.2 s | Grok 4.7, 2.3×cost $0.0157 and $0.0068 |
| A product description into French | Both passed | Gemini 3.1 Pro (preview), 1.7×took 9.1 s and 15.7 s | Grok 4.7, 1.5×cost $0.0141 and $0.0095 |
| A meeting note into German | Both passed | Gemini 3.1 Pro (preview), 1.7×took 13.0 s and 22.4 s | Grok 4.7, 1.3×cost $0.0158 and $0.0121 |
| Idioms into natural Japanese | Both passed | Closetook 10.3 s and 10.7 s | Grok 4.7, 1.9×cost $0.0118 and $0.0062 |
| A lease clause into Brazilian Portuguese | Both passed | Gemini 3.1 Pro (preview), 1.2×took 8.1 s and 9.8 s | Grok 4.7, 1.9×cost $0.0125 and $0.0064 |
| Customers in one country | Both passed | Grok 4.7, 3.2×took 4.9 s and 1.5 s | Grok 4.7, 1.3×cost $0.0029 and $0.0022 |
| Count orders by status | Both passed | Grok 4.7, 3.9×took 5.0 s and 1.3 s | Grok 4.7, 1.8×cost $0.0039 and $0.0021 |
| Revenue by category | Both passed | Grok 4.7, 2.5×took 7.4 s and 3.0 s | Grok 4.7, 2.3×cost $0.0074 and $0.0032 |
| Every customer, even those without orders | Both passed | Gemini 3.1 Pro (preview), 1.3×took 7.9 s and 10.3 s | Grok 4.7, 1.2×cost $0.0089 and $0.0072 |
| Monthly revenue with a running total | Both passed | Gemini 3.1 Pro (preview), 1.3×took 11.1 s and 14.3 s | Grok 4.7, 1.7×cost $0.0155 and $0.0093 |
| A fact from one section | Both passed | Grok 4.7, 3.3×took 5.3 s and 1.6 s | Grok 4.7, 1.8×cost $0.0045 and $0.0026 |
| Core hours and start times | Both passed | Grok 4.7, 3.0×took 5.8 s and 1.9 s | Grok 4.7, 1.9×cost $0.0052 and $0.0028 |
| Two sections in one answer | Both passed | Grok 4.7, 2.8×took 5.6 s and 2.0 s | Grok 4.7, 1.7×cost $0.0047 and $0.0029 |
| A later amendment changes the answer | Both passed | Grok 4.7, 1.9×took 8.6 s and 4.4 s | Grok 4.7, 2.7×cost $0.0099 and $0.0037 |
| A question the handbook doesn't answer | Both passed | Grok 4.7, 3.0×took 5.6 s and 1.9 s | Grok 4.7, 1.7×cost $0.0046 and $0.0026 |
| Pick the tool and work out the date | Both passed | Gemini 3.1 Pro (preview), 1.2×took 4.3 s and 5.2 s | Grok 4.7, 2.1×cost $0.0048 and $0.0023 |
| Convert a currency | Both passed | Grok 4.7, 2.7×took 5.3 s and 1.9 s | Grok 4.7, 1.9×cost $0.0044 and $0.0024 |
| Book a meeting from a sentence | Both passed | Gemini 3.1 Pro (preview), 2.1×took 7.1 s and 14.7 s | Gemini 3.1 Pro (preview), 1.2×cost $0.0068 and $0.0085 |
| Search, but don't book | Both passed | Grok 4.7, 1.4×took 4.7 s and 3.4 s | Grok 4.7, 2.6×cost $0.0061 and $0.0023 |
| Two calls with a unit conversion | Both passed | Grok 4.7, 1.3×took 6.9 s and 5.2 s | Grok 4.7, 1.5×cost $0.0063 and $0.0043 |
Gemini 3.1 Pro (preview) vs Grok 4.7 in our test runs
Gemini 3.1 Pro (preview) and Grok 4.7 on the same prompts, job by job: how many replies passed their check.
Based on 100 of our test runs on , through OpenRouter with the app's own prompt and settings. Updated .
| Job | Gemini 3.1 Pro (preview) | Grok 4.7 |
|---|---|---|
| Coding | 5 of 5 | 5 of 5 |
| Writing | 4 of 5 | 3 of 5 |
| Math | 5 of 5 | 5 of 5 |
| Summarization | 5 of 5 | 5 of 5 |
| Data analysis | 5 of 5 | 5 of 5 |
| Customer support | 5 of 5 | 4 of 5 |
| Translation | 5 of 5 | 5 of 5 |
| SQL | 5 of 5 | 5 of 5 |
| RAG and answering from documents | 5 of 5 | 5 of 5 |
| Agents and tool use | 5 of 5 | 5 of 5 |
| All jobs | 49 of 50 · 1 message each · $0.0107 a reply | 47 of 50 · 1 message each · $0.0077 a reply |
The same prompts, sent to both through llmwise's own pipeline and checked the same way: five for each job. A bold count is the one that passed more. Messages: what each reply counted as on Pro. Cost: what OpenRouter charged us per reply, on average. Every prompt, and how it's scored.
Where they differed most, writing: both replies to a prompt only one of them passed.
An everyday prompt: “Rewrite corporate jargon in plain words”, in full.
Gemini 3.1 Pro
Passed: Graded 4.0 of 5 on average (lowest 3).
In Q3, our teams worked together to adopt a more customer-focused approach. For our business clients, this resulted in a 12% increase in customer retention and a 0.30% (30 basis points) decrease in the rate of customers leaving. Additionally, we adjusted our various customer communication channels to make more efficient use of our time and resources.
447 tokens in, 763 out (687 of them reasoning) · 8.8 s · $0.0101 · 1 message on Pro · answered by google/gemini-3.1-pro-preview via Google ·
Grok 4.7
Failed: Graded 3.7 of 5 on average (lowest 3).
In the third quarter, teams from different parts of the company worked together to put a customer-focused approach into practice. Retention measures rose 12%, and the rate of customer loss fell by 30 basis points among enterprise customers. Contact points across all channels were also resized to use capacity more efficiently.
1,658 tokens in, 1,603 out (1,543 of them reasoning) · 20.0 s · $0.0112 · 1 message on Pro · answered by x-ai/grok-4.7 via xAI ·
Gemini 3.1 Pro (preview) and Grok 4.7 on every plan
Whether the one-time free trial reaches each model, then each paid plan's messages on it.
| Plan | Price | Gemini 3.1 Pro (preview) | Grok 4.7 |
|---|---|---|---|
| Free | $0 | Not in the trial | Not in the trial |
| Plus | $10 a month | Up to 62 a month | Up to 125 a month |
| Pro | $20 a month | Up to 125 a month | Up to 250 a month |
| Max | $50 a month | Up to 400 a month | Up to 800 a month |
| Ultra | $100 a month | Up to 900 a month | Up to 1,800 a month |
| Studio | $200 a month | Up to 2,000 a month | Up to 4,000 a month |
Prices don't include tax, which is added where it applies and shown before you pay. A paid plan's month is one allowance shared by every model, so each monthly count is the most you get if all of it goes to that model. It renews each billing period; everyday models refill daily at 00:00 UTC. Long chats count more per reply. How pricing works.
Every limit is published. Paid plans also have a monthly fair-use limit on AI cost: Plus $3.75, Pro $7.50, Max $20, Ultra $42, Studio $85. Using every message on your plan at typical sizes stays under it; very large messages and heavy research use it faster. Every limit, explained.
What differs
Messages on Pro
Grok 4.7 gets twice as many messages: up to 250 messages a month on Pro, against up to 125 messages a month for Gemini 3.1 Pro (preview).
Context window
Gemini 3.1 Pro (preview) takes up to 1.05M tokens; Grok 4.7 up to 500K tokens. A chat in llmwise holds up to 200k tokens, which fits in either, so the difference shows only through each maker's own API.
Images and PDFs
Both read images. Both take a PDF as the whole file, pages and all.
On Free
Neither is in the free trial: both need a paid plan, from Plus.
Where messages go
Gemini 3.1 Pro (preview): Sent to Google directly. Grok 4.7: Served through OpenRouter by xAI alone, on an endpoint that doesn't store or train on prompts.
Fact by fact
| Fact | Gemini 3.1 Pro (preview) | Grok 4.7 |
|---|---|---|
| Context window | 1.05M tokens | 500K tokens |
| Reads images | Yes | Yes |
| PDFs | Whole file | Whole file |
| Reasoning | Yes | Yes |
| API price (October 2026) | $2.00 in / $12.00 out per million tokens | $2.00 in / $6.00 out per million tokens |
| A typical message at API prices (4,000 tokens in, 700 out) | $0.0164 | $0.0122 |
| A $10 top-up adds | 100 messages | 200 messages |
| Where a message goes | Sent to Google directly. | Served through OpenRouter by xAI alone, on an endpoint that doesn't store or train on prompts. |
| If the provider fails | If Google fails before the reply starts (an overload, a server error, a dropped connection), llmwise sends the same request to Gemini 3.1 Pro (preview) through OpenRouter instead. | xAI is its only host, so there's no other host to move to: if xAI fails, send the message again or pick another model. |
| Anthropic's safety fallback | Doesn't apply | Doesn't apply |
Gemini 3.1 Pro (preview) or Grok 4.7?
From the facts above and our test runs: the rest is how their answers suit your work, which one chat can show you.
Pick Grok 4.7: more messages for the money, up to 250 messages a month on Pro.
Each model's page, the families, and other pairs
Gemini 3.1 Pro (preview) vs Grok 4.7 is one pair of models. The page below covers the whole families.
- Gemini 3.1 Pro: price, limits and messages on every plan
- Grok 4.7: price, limits and messages on every plan
- Gemini vs Grok
- Claude Sonnet 5.5 vs Gemini 3.1 Pro (preview)
- Gemini 4 Argon vs Gemini 3.1 Pro (preview)
- Claude Opus 5.5 vs Gemini 3.1 Pro (preview)
- Claude Fable 5.1 vs Grok 4.7
- GPT-6 Astra vs Grok 4.7
- Claude Sonnet 5 vs Grok 4.7
- Every model-vs-model page
Gemini 3.1 Pro (preview) is a Gemini model; Grok 4.7 is a Grok model.
Questions
Is Gemini 3.1 Pro (preview) or Grok 4.7 cheaper in llmwise?
Grok 4.7 gets twice as many messages: up to 250 messages a month on Pro, against up to 125 messages a month for Gemini 3.1 Pro (preview). Every paid plan's monthly allowance is shared by the models on it, so each count is the most you get if it all goes to that model.
Can I try Gemini 3.1 Pro (preview) and Grok 4.7 for free?
Neither is in the free trial of 5 messages: both need a paid plan, from Plus.
Which has the bigger context window, Gemini 3.1 Pro (preview) or Grok 4.7?
Gemini 3.1 Pro (preview): 1.05M tokens, against 500K tokens. A chat in llmwise holds up to 200k tokens, which fits in either, so the difference shows only through each maker's own API.
Can I use Gemini 3.1 Pro (preview) and Grok 4.7 in the same chat?
Yes. Pick Gemini 3.1 Pro (preview) for one message and Grok 4.7 for the next; the second sees the whole chat, including the first one's answer.
Which did better in your test runs, Gemini 3.1 Pro (preview) or Grok 4.7?
On the same 50 prompts, run on October 2, 2026, Gemini 3.1 Pro (preview) passed 49 and Grok 4.7 passed 47. The table on this page has each job, and every reply is published.
Claude, GPT, Gemini, DeepSeek, Grok, Kimi, GLM, and Mistral, in one chat.
See what a message costs before you send it. Free is 5 messages to try; sign in with an email link, no password or card.