Grok 4.7vs.DeepSeek V4.1 Flash 1017
Which one is better?
Level in the overall index: the gap is too small for a clear winner. DeepSeek V4.1 Flash 1017 is cheaper: Grok 4.7 costs 13.3 times (input) and 10 times (output) as much per token.
59
Grok 4.7
Rank 18 to 25
64
DeepSeek V4.1 Flash 1017
Rank 14 to 22
89
Grok 4.7
fairly slow
178
DeepSeek V4.1 Flash 1017
fast
$3
Grok 4.7
fairly expensive
$0.26
DeepSeek V4.1 Flash 1017
cheap
Grok 4.7
- Subscription
At xAI from €8 a month (The X Subscription Plus). Through other providers from €6.83 a month (Poe Basic, with limited points). 41 plans in Germany.
- Via API
$2 input, $6 output per 1M tokens according to the provider; the price index has listed it at $2.20 and $6.60 since Oct 1, 2026.
DeepSeek V4.1 Flash 1017
- Subscription
No DeepSeek subscription includes this model. Through other providers from ≈ €6.36 a month (Token Plan Individual Lite, with limited credits). 7 plans in Germany.
- Via API
$0.15 input, $0.60 output per 1M tokens according to the provider; the price index has listed it at $0.30 and $1 since Oct 26, 2026.
Overall index with data through Oct 29, 2026 · Prices from Oct 29, 2026 · Speed: measured by Artificial Analysis · Subscriptions as of Oct 24, 2026 · Subscription prices incl. VAT
Where is the difference?
Values from 0 to 100 per task area. We only name a winner when the gap is large enough and there are enough tests.
Grok 4.7 ahead: 1DeepSeek V4.1 Flash 1017 ahead: 2level: 4too little data: 3of 10 areas
AreaGrok 4.7DeepSeek V4.1 Flash 10170 to 100, higher is betterResult
Areas in the overall index
CodingDeepSeek V4.1 Flash 1017 aheadGrok 4.7: 57DeepSeek V4.1 Flash 1017: 72
ReasoninglevelGrok 4.7: 52DeepSeek V4.1 Flash 1017: 45
Mathematicsonly Grok 4.7 has a scoreGrok 4.7: 35DeepSeek V4.1 Flash 1017: not enough data
KnowledgeGrok 4.7 aheadGrok 4.7: 67DeepSeek V4.1 Flash 1017: 33
AgentslevelGrok 4.7: 72DeepSeek V4.1 Flash 1017: 75
Generalonly Grok 4.7 has a scoreGrok 4.7: 55DeepSeek V4.1 Flash 1017: not enough data
MultimodalDeepSeek V4.1 Flash 1017 aheadGrok 4.7: 32DeepSeek V4.1 Flash 1017: 55
Specialist fields
FinancelevelGrok 4.7: 64DeepSeek V4.1 Flash 1017: 69
LegallevelGrok 4.7: 76DeepSeek V4.1 Flash 1017: 76
Healthonly Grok 4.7 has a scoreGrok 4.7: 69DeepSeek V4.1 Flash 1017: not enough data
Show 3 more areas that do not count toward the overall index
AreaGrok 4.7DeepSeek V4.1 Flash 10170 to 100, higher is betterResult
Cybersecurityonly Grok 4.7 has a scoreGrok 4.7: 64DeepSeek V4.1 Flash 1017: not enough data
Productivityonly Grok 4.7 has a scoreGrok 4.7: 59DeepSeek V4.1 Flash 1017: not enough data
Educationonly Grok 4.7 has a scoreGrok 4.7: 69DeepSeek V4.1 Flash 1017: not enough data
See for yourself: same task, one attempt
The same prompt for both models. We show the latest attempt without fixes; it does not count toward the overall index.
Pelican on a bicycle
A community classic for free-form SVG drawing.
Grok 4.7
Reasoning (requested): high
Current attempt
- Run date
- Oct 1, 2026
- API provider
- openrouter
- Requested API model
- x-ai/grok-4.7
- API model reported in response
- x-ai/grok-4.7
- Reasoning setting
- high
- Pinned endpoint
- xAI | x-ai/grok-4.7-20260916
- Temperature
- Provider default
- Token limit including reasoning
- 8,192 tokens
- Test protocol
- community-visual-tests-v1
- Technical checks
- Passed, not a quality rating
- Response time
- 13.4 s
Visually reviewed. This individual test does not establish overall model quality.
Earlier attempts (1)
- Oct 1, 2026API request failedReasoning setting: high
DeepSeek V4.1 Flash 1017
Not tested yet
Prompt and test conditions
Generate an SVG of a pelican riding a bicycle
Token limit including reasoning: 8,192 tokens
Task origin (Simon Willison)SVG short test
There is no shared test round for this selection. Results from different rounds are not mixed.
All data side by side
The better value is bold. For the overall index only when the gap is clear.
| Metric | Grok 4.7 | DeepSeek V4.1 Flash 1017 |
|---|---|---|
| Intelligence | ||
| Overall index0 to 100, higher is better | 59 | 64 |
| Rank | Rank 18 to 25 of 95 | Rank 14 to 22 of 95 |
| Price per 1M tokens | ||
| Inputwhat you send | $2above 200,000 tokens: $4 | $0.15 |
| Outputwhat the model writes | $6above 200,000 tokens: $12 | $0.60 |
| Speed | ||
| Tokens per second | 89 | 178 |
| Technical | ||
| Context windowhow much text the model reads at once | 500,000 tokens≈ 750 A4 pages | 1.05 M tokens≈ 1,570 A4 pages |
| Knowledge cutoff | May 2026 | n/a |
| Released | Sep 21, 2026 | Oct 17, 2026 |
| Availability | Active | Open Source |
| Open weights | no | yes |
- DeepSeek V4.1 Flash 1017: At peak times (Mon, Tue, Wed, Thu, Fri, 01:00-04:00 UTC; Mon, Tue, Wed, Thu, Fri, 06:00-10:00 UTC) the price is $0.30 input and $1.20 output per 1M tokens. The table shows the off-peak price.
- DeepSeek V4.1 Flash 1017, Time-based API pricing: Off peak: $0.15 input, $0.60 output, and $0.003 cached input. Weekdays UTC 01:00-04:00 and 06:00-10:00: $0.30, $1.20, and $0.006. Chinese public holidays are excluded. Source
Prices without caching or batch discounts · Page count as a rule of thumb from Artificial Analysis
Shared benchmarks
Single results from the same benchmark version, task and metric. A value is bold only with the same test setup and a clear gap.
A: Grok 4.7B: DeepSeek V4.1 Flash 1017
Code MigrationOverall · higher is betterTest setup not documented as identicalGrok 4.7: 44.8%DeepSeek V4.1 Flash 1017: 44.2%Vals AIAs of 10/18/2026
Code Migration v1.1Overall · higher is betterTest setup not documented as identicalGrok 4.7: 53.2%DeepSeek V4.1 Flash 1017: 67.5%Vals AIAs of 10/20/2026
EMBOverall · higher is betterTest setup not documented as identicalGrok 4.7: 67%DeepSeek V4.1 Flash 1017: 61.8%Vals AIAs of 10/20/2026
EMB v1.1Overall · higher is betterTest setup not documented as identicalGrok 4.7: 71.5%DeepSeek V4.1 Flash 1017: 69.2%Vals AIAs of 10/26/2026
Finance Agent (v2)Overall · higher is betterTest setup not documented as identicalGrok 4.7: 52.3%DeepSeek V4.1 Flash 1017: 57%Vals AIAs of 10/20/2026
Finance Agent v2.1Overall · higher is betterTest setup not documented as identicalGrok 4.7: 60.6%DeepSeek V4.1 Flash 1017: 62.9%Vals AIAs of 10/26/2026
HLAB-Vals-1.1Overall · Task fully resolved · higher is betterTest setup not documented as identicalGrok 4.7: 18.3%DeepSeek V4.1 Flash 1017: 14.2%Vals AIAs of 10/26/2026
Legal Research BenchOverall · All-pass · higher is betterTest setup not documented as identicalGrok 4.7: 47.1%DeepSeek V4.1 Flash 1017: 45.2%Vals AIAs of 10/26/2026
LMArena Code Arena WebDevOverall · higher is betterTest setup not documented as identicalGrok 4.7: 1,637DeepSeek V4.1 Flash 1017: 1,666LMArenaAs of 10/27/2026
Tax Agent BenchOverall · higher is betterTest setup not documented as identicalGrok 4.7: 34.2%DeepSeek V4.1 Flash 1017: 44.4%Vals AIAs of 10/26/2026
Show 54 more benchmarks
Terminal-Bench 4.0Overall · higher is betterTest setup not documented as identicalGrok 4.7: 28.8%DeepSeek V4.1 Flash 1017: 31.8%Vals AIAs of 10/26/2026
Vals Finance IndexOverall · higher is betterTest setup not documented as identicalGrok 4.7: 58.5%DeepSeek V4.1 Flash 1017: 60.9%Vals AIAs of 10/26/2026
Vals IndexOverall · higher is betterTest setup not documented as identicalGrok 4.7: 58.6%DeepSeek V4.1 Flash 1017: 61.3%Vals AIAs of 10/27/2026
Vals Legal IndexOverall · higher is betterTest setup not documented as identicalGrok 4.7: 72.6%DeepSeek V4.1 Flash 1017: 71.9%Vals AIAs of 10/26/2026
Vals Router IndexOverall · higher is betterGrok 4.7: 58.6%DeepSeek V4.1 Flash 1017: 61.3%Vals AIAs of 10/20/2026
Vibe Code Bench v1.1Overall · higher is betterTest setup not documented as identicalGrok 4.7: 86.2%DeepSeek V4.1 Flash 1017: 87.7%Vals AIAs of 10/26/2026
Code MigrationCLI · higher is betterTest setup not documented as identicalGrok 4.7: 36.4%DeepSeek V4.1 Flash 1017: 35.6%Vals AIAs of 10/18/2026
Code Migration v1.1CLI · higher is betterTest setup not documented as identicalGrok 4.7: 40.6%DeepSeek V4.1 Flash 1017: 59.2%Vals AIAs of 10/20/2026
EMBComps · higher is betterTest setup not documented as identicalGrok 4.7: 65%DeepSeek V4.1 Flash 1017: 49.8%Vals AIAs of 10/20/2026
EMB v1.1Comps · higher is betterTest setup not documented as identicalGrok 4.7: 72.4%DeepSeek V4.1 Flash 1017: 70.8%Vals AIAs of 10/26/2026
Finance Agent (v2)Adjustments · higher is betterTest setup not documented as identicalGrok 4.7: 46.3%DeepSeek V4.1 Flash 1017: 58.4%Vals AIAs of 10/20/2026
Finance Agent v2.1Adjustments · higher is betterTest setup not documented as identicalGrok 4.7: 58.5%DeepSeek V4.1 Flash 1017: 66.8%Vals AIAs of 10/26/2026
HLAB-Vals-1.1Antitrust Competition · Criteria passed · higher is betterTest setup not documented as identicalGrok 4.7: 93.5%DeepSeek V4.1 Flash 1017: 93.5%Vals AIAs of 10/26/2026
Legal Research BenchAdministrative / Regulatory · All-pass · higher is betterTest setup not documented as identicalGrok 4.7: 54.5%DeepSeek V4.1 Flash 1017: 59.1%Vals AIAs of 10/26/2026
LMArena Code Arena WebDevHTML development · higher is betterTest setup not documented as identicalGrok 4.7: 1,630DeepSeek V4.1 Flash 1017: 1,705LMArenaAs of 10/27/2026
Tax Agent BenchControversy & Precedence Analysis · higher is betterTest setup not documented as identicalGrok 4.7: 13.3%DeepSeek V4.1 Flash 1017: 23.3%Vals AIAs of 10/26/2026
Terminal-Bench 4.0Hardware · higher is betterTest setup not documented as identicalGrok 4.7: 26.7%DeepSeek V4.1 Flash 1017: 6.7%Vals AIAs of 10/26/2026
Vals Finance IndexEMB v1.1 · higher is betterTest setup not documented as identicalGrok 4.7: 71.5%DeepSeek V4.1 Flash 1017: 69.2%Vals AIAs of 10/26/2026
Vals IndexCode Migration v1.1 · higher is betterTest setup not documented as identicalGrok 4.7: 51.8%DeepSeek V4.1 Flash 1017: 68.5%Vals AIAs of 10/27/2026
Vals Legal IndexBusiness & Commercial · higher is betterTest setup not documented as identicalGrok 4.7: 68.7%DeepSeek V4.1 Flash 1017: 68%Vals AIAs of 10/26/2026
Vals Router IndexCode Migration · higher is betterGrok 4.7: 51.8%DeepSeek V4.1 Flash 1017: 68.5%Vals AIAs of 10/20/2026
Code MigrationCOBOL · higher is betterTest setup not documented as identicalGrok 4.7: 70%DeepSeek V4.1 Flash 1017: 70%Vals AIAs of 10/18/2026
Code Migration v1.1COBOL · higher is betterTest setup not documented as identicalGrok 4.7: 91.2%DeepSeek V4.1 Flash 1017: 92.5%Vals AIAs of 10/20/2026
EMBDataroom · higher is betterTest setup not documented as identicalGrok 4.7: 83.6%DeepSeek V4.1 Flash 1017: 82.8%Vals AIAs of 10/20/2026
EMB v1.1Dataroom · higher is betterTest setup not documented as identicalGrok 4.7: 84.6%DeepSeek V4.1 Flash 1017: 86.5%Vals AIAs of 10/26/2026
Finance Agent (v2)All-Pass · higher is betterTest setup not documented as identicalGrok 4.7: 42.1%DeepSeek V4.1 Flash 1017: 45.2%Vals AIAs of 10/20/2026
Finance Agent v2.1All-Pass · higher is betterTest setup not documented as identicalGrok 4.7: 49.2%DeepSeek V4.1 Flash 1017: 51.3%Vals AIAs of 10/26/2026
HLAB-Vals-1.1Antitrust Competition · Task fully resolved · higher is betterTest setup not documented as identicalGrok 4.7: 20%DeepSeek V4.1 Flash 1017: 30%Vals AIAs of 10/26/2026
Legal Research BenchAdministrative / Regulatory · Weighted partial credit · higher is betterTest setup not documented as identicalGrok 4.7: 87.2%DeepSeek V4.1 Flash 1017: 91.3%Vals AIAs of 10/26/2026
LMArena Code Arena WebDevReact development · higher is betterTest setup not documented as identicalGrok 4.7: 1,662DeepSeek V4.1 Flash 1017: 1,672LMArenaAs of 10/27/2026
Tax Agent BenchControversy & Precedence Analysis · higher is betterTest setup not documented as identicalGrok 4.7: 62.7%DeepSeek V4.1 Flash 1017: 73.2%Vals AIAs of 10/26/2026
Terminal-Bench 4.0Media · higher is betterTest setup not documented as identicalGrok 4.7: 0%DeepSeek V4.1 Flash 1017: 25%Vals AIAs of 10/26/2026
Vals Finance IndexFinance Agent v2.1 · higher is betterTest setup not documented as identicalGrok 4.7: 60.6%DeepSeek V4.1 Flash 1017: 62.9%Vals AIAs of 10/26/2026
Vals IndexEMB v1.1 · higher is betterTest setup not documented as identicalGrok 4.7: 71.5%DeepSeek V4.1 Flash 1017: 69.2%Vals AIAs of 10/27/2026
Vals Legal IndexCivil Negligence · higher is betterTest setup not documented as identicalGrok 4.7: 69.4%DeepSeek V4.1 Flash 1017: 64.6%Vals AIAs of 10/26/2026
Vals Router IndexCoding · higher is betterGrok 4.7: 55.6%DeepSeek V4.1 Flash 1017: 62.7%Vals AIAs of 10/20/2026
Code MigrationCode Quality · higher is betterTest setup not documented as identicalGrok 4.7: 4.105 / 5DeepSeek V4.1 Flash 1017: 3.992 / 5Vals AIAs of 10/18/2026
Code Migration v1.1Code Quality · higher is betterTest setup not documented as identicalGrok 4.7: 3.2%DeepSeek V4.1 Flash 1017: 3.5%Vals AIAs of 10/20/2026
EMBDCF · higher is betterTest setup not documented as identicalGrok 4.7: 58.2%DeepSeek V4.1 Flash 1017: 53%Vals AIAs of 10/20/2026
EMB v1.1DCF · higher is betterTest setup not documented as identicalGrok 4.7: 65.1%DeepSeek V4.1 Flash 1017: 59.7%Vals AIAs of 10/26/2026
Finance Agent (v2)Comparables · higher is betterTest setup not documented as identicalGrok 4.7: 42.2%DeepSeek V4.1 Flash 1017: 47.5%Vals AIAs of 10/20/2026
Finance Agent v2.1Comparables · higher is betterTest setup not documented as identicalGrok 4.7: 54.9%DeepSeek V4.1 Flash 1017: 59.8%Vals AIAs of 10/26/2026
HLAB-Vals-1.1Arbitration International Dispute Resolution · Criteria passed · higher is betterTest setup not documented as identicalGrok 4.7: 93.9%DeepSeek V4.1 Flash 1017: 91.8%Vals AIAs of 10/26/2026
Legal Research BenchBusiness & Commercial · All-pass · higher is betterTest setup not documented as identicalGrok 4.7: 44.2%DeepSeek V4.1 Flash 1017: 44.2%Vals AIAs of 10/26/2026
LMArena Code Arena WebDevWeb development · higher is betterTest setup not documented as identicalGrok 4.7: 1,637DeepSeek V4.1 Flash 1017: 1,666LMArenaAs of 10/27/2026
Tax Agent BenchCurrent & Temporal Analysis · higher is betterTest setup not documented as identicalGrok 4.7: 46.7%DeepSeek V4.1 Flash 1017: 56.4%Vals AIAs of 10/26/2026
Terminal-Bench 4.0ML · higher is betterTest setup not documented as identicalGrok 4.7: 36.4%DeepSeek V4.1 Flash 1017: 42.4%Vals AIAs of 10/26/2026
Vals Finance IndexTax Agent Bench · higher is betterTest setup not documented as identicalGrok 4.7: 34.2%DeepSeek V4.1 Flash 1017: 44.4%Vals AIAs of 10/26/2026
Vals IndexFinance Agent v2.1 · higher is betterTest setup not documented as identicalGrok 4.7: 60.6%DeepSeek V4.1 Flash 1017: 62.9%Vals AIAs of 10/27/2026
Vals Legal IndexCriminal · higher is betterTest setup not documented as identicalGrok 4.7: 71.1%DeepSeek V4.1 Flash 1017: 62.5%Vals AIAs of 10/26/2026
Vals Router IndexEMB · higher is betterGrok 4.7: 71.5%DeepSeek V4.1 Flash 1017: 69.2%Vals AIAs of 10/20/2026
EMBLBO · higher is betterTest setup not documented as identicalGrok 4.7: 56.9%DeepSeek V4.1 Flash 1017: 57.8%Vals AIAs of 10/20/2026
EMB v1.1LBO · higher is betterTest setup not documented as identicalGrok 4.7: 60.6%DeepSeek V4.1 Flash 1017: 62.5%Vals AIAs of 10/26/2026
Finance Agent (v2)Disclosure Analysis · higher is betterTest setup not documented as identicalGrok 4.7: 64.5%DeepSeek V4.1 Flash 1017: 66.3%Vals AIAs of 10/20/2026
Compare another matchup
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