DeepSeek-V4-Flash vs Kimi K2.6
Wins 4 of 7 areas
Agents · Reasoning · Math · Following instructions
Wins 2 of 7 areas
Coding · Long documents
DeepSeek-V4-Flash wins more areas, narrowly.Kimi K2.6 is better at coding.
Scores updated · 65 tests both models report · How we compare
Where each one wins
Tests won in each of the seven areas where both have results. Each piece is one test, so a longer bar means more evidence; grey means the two scored within a point of each other.
- ReasoningHard problems that need careful thinking30DeepSeek-V4-Flash3 of 4 tests · 1 tie
- AgentsCarrying out multi-step tasks on its own31DeepSeek-V4-Flash3 of 6 tests · 2 ties
- MathCompetition and research-level math31DeepSeek-V4-Flash3 of 6 tests · 2 ties
- Following instructionsDoing exactly what it is asked20DeepSeek-V4-Flash2 of 2 tests
- CodingWriting and fixing software27Kimi K2.67 of 10 tests · 1 tie
- Long documentsFinding answers in very long texts01Kimi K2.61 of 1 test
- FactsGetting facts right instead of making them up11Even1 each · 1 tie
Long documents rests on a single test.
What it costs
Prices per million tokens, roughly 750,000 words. The bars show the cost of a million tokens read plus a million written.
DeepSeek-V4-Flash costs 64% less for the same work.
The biggest differences
The three tests each model wins by the widest margin. Scores are out of 100.
Where DeepSeek-V4-Flash pulls ahead
- Real work tasks from 44 professionsGDPVal+19.9points ahead
- Customer-service tasks in a simulated bankτ-Bench V3 · Banking+16.1points ahead
- Command-line tasks in a real terminalTerminal-Bench 2.1+12.8points ahead
Where Kimi K2.6 pulls ahead
- Avoids making up answers it doesn't knowAA-Omniscience · Non-hallucination+51.2points ahead
- Finds hard-to-locate facts by browsing the webBrowseComp+13.1points ahead
- Hard command-line tasks in a real terminalTerminal-Bench Hard+8.3points ahead
Every test, side by side
All 65 tests both models report. The winning score is in its model's colour; marks a score checked independently.
CodingKimi K2.6
- Terminal-Bench 2.1DeepSeek-V4-Flash by 12.878.765.9+12.8
- Terminal-Bench HardKimi K2.6 by 8.335.643.9+8.3
- LMArena · WebDevKimi K2.6 by 79 rating points14301509+79 rating
- SWE-bench ProKimi K2.6 by 652.658.6+6
- LiveBench · CodingKimi K2.6 by 3.67578.6+3.6
- SWE-bench MultilingualKimi K2.6 by 3.473.376.7+3.4
- SciCodeKimi K2.6 by 1.250.351.5+1.2
- SWE-bench VerifiedKimi K2.6 by 1.27980.2+1.2
- LiveCodeBench v6DeepSeek-V4-Flash by 190.689.6+1
- LiveBench · Agentic Codingtie46.846.9tie
AgentsDeepSeek-V4-Flash
- GDPValDeepSeek-V4-Flash by 19.946.927+19.9
- τ-Bench V3 · BankingDeepSeek-V4-Flash by 16.139.423.3+16.1
- BrowseCompKimi K2.6 by 13.173.286.3+13.1
- Terminal-Bench 4.0DeepSeek-V4-Flash by 11.612.10.5+11.6
- MCP Atlastie6968.1tie
- AA IT-Bench SREtie31.531.2tie
ReasoningDeepSeek-V4-Flash
- CritPtDeepSeek-V4-Flash by 8.616.68+8.6
- LiveBench · ReasoningDeepSeek-V4-Flash by 7.286.679.4+7.2
- Humanity's Last ExamDeepSeek-V4-Flash by 1.138.637.5+1.1
- GPQA Diamondtie90.891.1tie
FactsEven
- AA-Omniscience · Non-hallucinationKimi K2.6 by 51.28.359.5+51.2
- AA-Omniscience · AccuracyDeepSeek-V4-Flash by 7.840.432.6+7.8
- SimpleQA Verifiedtie34.134.9tie
MathDeepSeek-V4-Flash
- LiveBench · MathematicsDeepSeek-V4-Flash by 2.586.884.3+2.5
- IMOAnswerBenchDeepSeek-V4-Flash by 2.488.486+2.4
- HMMT Feb. 2026DeepSeek-V4-Flash by 2.194.892.7+2.1
- FrontierMath Tier 4Kimi K2.6 by 1.224.425.6+1.2
- AIME 2026tie95.896.4tie
- FrontierMath Tiers 1-3 (v2)tie57.557.2tie
Following instructionsDeepSeek-V4-Flash
- IFBenchDeepSeek-V4-Flash by 3.279.276+3.2
- LiveBench · Instruction FollowingDeepSeek-V4-Flash by 1.165.564.4+1.1
Other results33 tests, not counted
Tests outside the eight areas. They are not counted above: several are summary scores built from other tests, or the same test under another name.
- ToolathlonDeepSeek-V4-Flash by 20.370.350+20.3
- AA Agentic IndexDeepSeek-V4-Flash by 19.641.722.1+19.6
- AA-OmniscienceKimi K2.6 by 19.6-14.35.3+19.6
- livebench_data_analysisDeepSeek-V4-Flash by 14.279.365.1+14.2
- Apex Shortlist (Pass@1)DeepSeek-V4-Flash by 10.285.775.5+10.2
- Terminal-Bench 2.0Kimi K2.6 by 9.856.966.7+9.8
- Apex (Pass@1)DeepSeek-V4-Flash by 93324+9
- HLE (with tools)Kimi K2.6 by 8.945.154+8.9
- Apex-Shortlist (with tools)DeepSeek-V4-Flash by 8.88273.2+8.8
- GDPval-AA (Elo)Kimi K2.6 by 87 rating points13951482+87 rating
- AA IntelligenceDeepSeek-V4-Flash by 7.334.327+7.3
- Artificial Analysis Coding IndexDeepSeek-V4-Flash by 7.369.161.8+7.3
- TauBench V3 - RetailDeepSeek-V4-Flash by 6.289.182.9+6.2
- SWEBench Pro PublicKimi K2.6 by 652.658.6+6
- Apex-Shortlist (no tools)DeepSeek-V4-Flash by 582.477.4+5
- TauBench V3 - AirlineKimi K2.6 by 580.885.8+5
- Vals.ai Financial Agent 1.1 - without web searchDeepSeek-V4-Flash by 4.458.454+4.4
- IMOAnswerBench (with tools)Kimi K2.6 by 4.189.693.7+4.1
- livebench_languageDeepSeek-V4-Flash by 4.179.275.1+4.1
- SciCode (subtask)Kimi K2.6 by 3.848.252+3.8
- Chinese SimpleQA (C-SimpleQA)DeepSeek-V4-Flash by 378.975.9+3
- GPQA (unspecified)Kimi K2.6 by 2.588.591+2.5
- StrongREJECTKimi K2.6 by 2.497.499.8+2.4
- τ³-Bench BankingDeepSeek-V4-Flash by 2.322.920.6+2.3
- LiveCodeBenchDeepSeek-V4-Flash by 291.689.6+2
- CritPt (no tools)DeepSeek-V4-Flash by 1.510.69.1+1.5
- TauBench V3 - AverageDeepSeek-V4-Flash by 1.373.772.4+1.3
- Vals.ai Financial Agent 1.1 - with web searchDeepSeek-V4-Flash by 1.360.158.8+1.3
- PinchBenchDeepSeek-V4-Flash by 1.191.390.2+1.1
- ProfBench (Search)DeepSeek-V4-Flash by 15756+1
- MMLU-Protie86.287.1tie
- τ²-Bench Telecom (AA run)tie9595.9tie
- GDPval-AA v2tie11891190tie
Questions people ask
Which is better, DeepSeek-V4-Flash or Kimi K2.6?
DeepSeek-V4-Flash wins four of the seven areas where both have results: agents, reasoning, math and following instructions. Kimi K2.6 wins coding and long documents. They are level on facts.
Which is better for coding?
Kimi K2.6. It wins 7 of the 10 coding tests both models report; DeepSeek-V4-Flash wins 2, and 1 is a tie.
Which is cheaper?
DeepSeek-V4-Flash costs $0.44 per million input tokens and $1.32 per million output tokens; Kimi K2.6 costs $0.95 and $4.00. That makes DeepSeek-V4-Flash about 64% cheaper for the same work.
How do you compare the two?
We use the 65 benchmark tests both models have published scores on. The verdict counts the 32 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 33 are listed but not counted, because several are summary scores or repeat a test. Each score is the one shown on the model's own page.