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Model Data

See which models are winning real usage, how the mix is shifting, and what that means for cost.

As of October 17, 2026, DeepSeek V4.1 Flash led OpenCode usage over the past 7 days with 66T tokens, followed by Muse Spark 1.3 Contributor (35T) and space-bunny (18T).

Top Models. Usage of models across OpenCode.

Stacked top model usage chart
Datedeepseek-v4.1-flashmuse-spark-1.3-contributorspace-bunnymimo-v2.6-flashstep-5-previewnemotron-3-ultraglm-5.3-flashdeepseek-v4-flashlongcat-2.5-previewOthertotal
AUG 230B0B0B0B0B644B8.4T2.1T0B3.8T15T
AUG 240B0B0B0B0B701B9.8T3.2T0B4.9T19T
AUG 250B0B0B0B0B615B9.0T3.1T0B5.7T18T
AUG 260B0B0B0B0B596B6.3T3.0T0B6.4T16T
AUG 270B0B0B0B0B643B634B3.9T0B6.3T12T
AUG 280B0B0B0B0B609B620B4.0T0B5.1T10T
AUG 290B0B0B0B0B627B453B3.5T0B4.6T9.1T
AUG 300B0B0B0B0B423B442B3.5T0B4.2T8.6T
AUG 310B0B0B0B0B378B669B4.2T0B5.2T10T
SEP 10B0B0B0B0B368B695B4.2T0B5.3T11T
SEP 20B117B0B0B0B412B581B4.0T0B5.3T10T
SEP 30B3.3T0B0B0B388B538B3.8T0B4.2T12T
SEP 40B4.4T0B0B0B398B485B3.3T0B4.0T13T
SEP 50B4.6T0B0B0B414B364B3.0T0B2.9T11T
SEP 60B4.6T0B0B0B390B343B2.9T0B2.7T11T
SEP 70B4.5T0B0B0B426B516B3.5T0B3.3T12T
SEP 80B4.6T0B0B0B318B506B3.6T0B3.4T12T
SEP 90B5.7T0B0B0B322B546B3.4T0B3.3T13T
SEP 103.0T5.9T0B0B0B336B603B3.2T0B3.3T16T
SEP 115.0T5.2T0B0B0B272B468B2.7T0B2.5T16T
SEP 125.4T5.5T0B0B0B410B400B2.6T0B2.1T16T
SEP 135.6T4.4T0B0B0B311B403B2.6T0B2.0T15T
SEP 146.5T5.0T0B0B0B307B624B2.9T0B2.7T18T
SEP 157.5T5.1T0B0B0B306B635B2.9T0B2.7T19T
SEP 168.2T5.3T0B0B0B391B596B2.8T0B2.7T20T
SEP 178.8T5.9T0B0B0B438B566B2.5T0B2.7T21T
SEP 188.2T5.9T0B0B0B541B0B2.6T0B2.2T19T
SEP 196.5T4.7T0B0B0B515B380B2.2T0B1.9T16T
SEP 206.9T4.8T0B0B0B503B426B2.3T0B1.9T17T
SEP 218.9T5.4T0B32B0B489B566B2.7T0B2.2T20T
SEP 228.0T5.7T0B941B0B507B506B2.8T0B2.0T20T
SEP 237.0T5.8T1.5T1.2T0B307B446B2.7T0B1.6T21T
SEP 246.2T5.4T6.8T1.2T0B398B402B2.6T0B1.4T25T
SEP 254.6T5.1T9.0T1.3T0B642B370B1.6T0B1.1T24T
SEP 264.3T5.1T7.9T1.2T0B731B309B822B136B851B21T
SEP 274.4T5.1T8.3T1.2T0B663B299B679B359B824B22T
SEP 286.2T5.4T8.7T1.5T0B634B410B1.3T529B1.1T26T
SEP 296.4T5.3T9.6T1.5T0B465B393B1.1T543B946B26T
SEP 305.7T4.8T10T1.5T0B459B362B945B546B874B25T
OCT 14.9T4.5T9.7T1.4T0B524B276B643B427B779B23T
OCT 24.7T4.4T9.0T1.4T0B536B256B600B321B954B22T
OCT 34.4T4.9T8.3T1.3T0B577B227B470B292B895B21T
OCT 44.4T5.2T8.9T1.3T0B650B231B442B278B944B22T
OCT 55.3T5.7T9.9T1.5T0B564B294B465B278B1.1T25T
OCT 65.7T6.0T5.8T2.2T0B516B303B827B369B1.3T23T
OCT 75.6T5.7T3.9T2.4T0B578B320B920B368B1.2T21T
OCT 86.3T5.8T3.7T2.4T354B588B340B894B348B1.1T22T
OCT 97.1T5.5T3.5T1.7T1.2T640B342B826B360B778B22T
OCT 106.9T5.7T3.3T1.5T1.5T681B314B728B315B696B22T
OCT 116.3T5.7T3.0T1.3T1.2T732B276B600B254B643B20T
OCT 128.9T5.8T3.1T1.6T622B705B418B695B275B917B23T
OCT 1310T6.0T3.1T1.6T675B657B401B641B263B1.0T25T
OCT 1411T6.0T3.0T1.6T722B659B409B306B339B1.2T25T
OCT 1512T5.6T2.9T1.8T731B476B419B208B370B1.2T26T
OCT 1614T5.2T2.5T1.6T183B42B694B179B370B1.4T26T
OCT 173.7T297B706B307B3B6B384B38B112B457B6.0T
04
mimo-v2.6-flash9.8T tokens
Xiaomi-24% vs previous week
05
step-5-preview4.1T tokens
StepFun+38% vs previous week
06
nemotron-3-ultra3.3T tokens
NVIDIA-22% vs previous week
07
glm-5.3-flash3.0T tokens
Zhipu+40% vs previous week
08
deepseek-v4-flash2.7T tokens
DeepSeek-48% vs previous week
09
longcat-2.5-preview2.0T tokens
Meituan-14% vs previous week
10
beam1.4T tokens
ReflectionNew
11
nemotron-3.5-lightning786B tokens
NVIDIA+29% vs previous week
12
gpt-6-luna671B tokens
OpenAI-9% vs previous week
13
nemotron-3.5-super-vl485B tokens
NVIDIANew
14
deepseek-v4-pro469B tokens
DeepSeek-2% vs previous week
15
mimo-v2.6-pro419B tokens
Xiaomi-12% vs previous week
16
deepseek-v4-flash-vision-exp396B tokens
DeepSeek-38% vs previous week
17
mimo-v2.5329B tokens
Xiaomi-37% vs previous week
18
muse-spark-1.2-contributor314B tokens
Meta-20% vs previous week
01
deepseek-v4.1-flash66T tokens
DeepSeek+59% vs previous week
02
muse-spark-1.3-contributor35T tokens
Meta-13% vs previous week
03
space-bunny18T tokens
-53% vs previous week
04
mimo-v2.6-flash9.8T tokens
Xiaomi-24% vs previous week
05
step-5-preview4.1T tokens
StepFun+38% vs previous week
06
nemotron-3-ultra3.3T tokens
NVIDIA-22% vs previous week
07
glm-5.3-flash3.0T tokens
Zhipu+40% vs previous week
08
deepseek-v4-flash2.7T tokens
DeepSeek-48% vs previous week
09
longcat-2.5-preview2.0T tokens
Meituan-14% vs previous week
10
beam1.4T tokens
ReflectionNew
11
nemotron-3.5-lightning786B tokens
NVIDIA+29% vs previous week
12
gpt-6-luna671B tokens
OpenAI-9% vs previous week
13
nemotron-3.5-super-vl485B tokens
NVIDIANew
14
deepseek-v4-pro469B tokens
DeepSeek-2% vs previous week
15
mimo-v2.6-pro419B tokens
Xiaomi-12% vs previous week
16
deepseek-v4-flash-vision-exp396B tokens
DeepSeek-38% vs previous week
17
mimo-v2.5329B tokens
Xiaomi-37% vs previous week
18
muse-spark-1.2-contributor314B tokens
Meta-20% vs previous week
LEARN MORETOP MODELS▸

Unique Users. Daily unique OpenCode users by model.

Stacked unique user chart by model
Datedeepseek-v4.1-flashmuse-spark-1.3-contributormimo-v2.6-flashgpt-6-lunaspace-bunnyglm-5.3-flashdeepseek-v4-flashlongcat-2.5-previewstep-5-previewOthertotal
AUG 230000076K54K00190K320K
AUG 240000098K87K00268K453K
AUG 250000092K83K00265K440K
AUG 260000078K79K00274K430K
AUG 270000022K92K00274K388K
AUG 280000022K89K00232K343K
AUG 290000017K69K00180K266K
AUG 300000016K67K00176K260K
AUG 310000024K89K00239K352K
SEP 10000024K89K00230K343K
SEP 202.6K00023K84K00222K332K
SEP 3025K00024K82K00221K352K
SEP 4029K00022K74K00202K328K
SEP 5027K00016K59K00152K254K
SEP 6028K00015K57K00146K246K
SEP 7033K00021K72K00182K309K
SEP 8035K00021K70K00173K299K
SEP 9034K00020K67K00161K283K
SEP 1032K35K00021K67K00165K319K
SEP 1143K34K00017K59K00141K293K
SEP 1238K31K00013K45K00108K235K
SEP 1339K31K00012K43K00110K235K
SEP 1454K38K00020K57K00149K317K
SEP 1555K38K00020K55K00149K317K
SEP 1658K38K00019K54K00162K331K
SEP 1768K34K00020K51K00161K334K
SEP 1863K36K000048K00136K282K
SEP 1953K35K00015K36K00118K258K
SEP 2054K29K00016K34K00108K242K
SEP 2180K38K2.2K0021K52K00127K320K
SEP 2266K36K41K0019K48K00122K333K
SEP 2362K35K39K2.5K6.9K18K45K00100K308K
SEP 2460K34K37K12K20K16K44K0083K306K
SEP 2549K32K21K12K34K13K29K2069K260K
SEP 2645K29K18K11K36K12K18K3.4K060K231K
SEP 2746K28K17K12K35K12K17K6.7K060K233K
SEP 2862K34K22K16K45K15K27K8.4K077K306K
SEP 2967K36K23K17K49K15K25K8.4K075K315K
SEP 3061K34K22K16K50K14K24K8.1K069K298K
OCT 155K33K22K15K49K13K17K7.5K063K274K
OCT 253K32K22K14K46K12K15K7.3K065K267K
OCT 346K28K18K12K41K10K12K6.9K059K233K
OCT 445K28K17K12K41K10K12K6.8K058K230K
OCT 553K35K21K16K50K12K14K7.9K071K279K
OCT 657K38K41K17K35K13K21K12K075K309K
OCT 763K39K42K17K25K13K23K13K080K315K
OCT 873K36K42K19K25K14K25K13K4.8K88K340K
OCT 986K35K31K19K24K14K24K13K13K75K333K
OCT 1079K31K28K16K22K12K24K12K13K64K300K
OCT 1172K30K22K15K19K11K19K12K13K58K271K
OCT 1297K37K28K22K20K15K25K14K15K78K350K
OCT 13100K37K27K25K19K15K23K13K14K84K356K
OCT 14105K36K31K27K18K15K13K13K14K93K365K
OCT 15121K34K41K27K17K16K9.8K13K15K92K387K
OCT 16125K34K42K25K18K26K8.6K15K4.5K98K396K
OCT 1761K5.9K17K7.9K8.4K13K3.6K7.5K48235K159K

Weekly Retention. Weekly users returning the next week.

RankModelRetentionRateEligible
01mimo-v2.6-flash80.3%2.8K
02space-bunny80.0%8.2K
03muse-spark-1.2-contributor78.3%9.1K
04kimi-k2.577.1%214
05mimo-v2.572.1%26K
06qwen3.5-plus71.9%139
07hy371.5%3.4K
08minimax-m2.569.4%245
09deepseek-v4-flash69.3%272K
10qwen3.7-plus67.1%8.4K
11muse-spark-1.3-contributor67.0%41K
12glm-566.7%384
13minimax-m2.766.1%2.2K
14mimo-v2.5-pro65.7%5.1K
15gpt-6-luna65.2%3.5K
LEARN MORETOP MODELS▸

Session Cost. Average cost per session.

COST / SESSION

TOKENS / SESSION

Cost/Session$0.0022

Tokens/Session1.3M

LEARN MORESESSION COST▸

Token Cost. Price per 1M tokens.

Input$0.15

Output$0.50

Cached$0.03

LEARN MORETOKEN COST▸

Cache Ratio. Share of input tokens served from cache.

Cache Ratio95%

Cached1.4T

Uncached65.4B

LEARN MORECACHE RATIO▸

Market Share. Compare token share by model author.

Market share by model author
DateDeepSeekMetaOtherXiaomiZhipuNVIDIAMeituanStepFunOpenAI
AUG 2317.6%8.4%3.5%7.9%56.7%5.2%0.0%0.0%0.6%
AUG 2421.7%7.4%4.0%8.1%53.5%4.6%0.0%0.0%0.8%
AUG 2521.3%7.8%4.1%12.5%49.4%4.1%0.1%0.0%0.7%
AUG 2622.9%10.2%4.9%17.4%39.3%4.3%0.1%0.0%0.7%
AUG 2739.8%19.7%8.8%18.1%6.2%6.2%0.2%0.0%0.9%
AUG 2843.9%20.1%9.4%13.0%6.6%5.9%0.2%0.0%0.9%
AUG 2942.9%20.1%10.0%12.2%5.5%8.3%0.2%0.0%0.8%
AUG 3045.6%21.7%4.4%14.9%5.7%6.7%0.2%0.0%0.8%
AUG 3145.6%20.4%3.8%17.2%7.1%4.8%0.2%0.0%0.9%
SEP 144.8%21.5%3.9%16.8%7.3%4.6%0.2%0.0%0.8%
SEP 243.1%24.3%3.9%16.5%6.2%5.0%0.2%0.0%0.8%
SEP 334.8%39.4%3.1%12.9%4.9%4.1%0.2%0.0%0.7%
SEP 428.6%43.6%4.7%13.9%4.2%4.2%0.2%0.0%0.6%
SEP 528.3%47.7%4.5%10.6%3.5%4.9%0.1%0.0%0.5%
SEP 628.3%48.0%4.2%10.8%3.4%4.7%0.1%0.0%0.6%
SEP 730.4%43.0%5.2%11.6%4.6%4.2%0.1%0.0%0.8%
SEP 831.2%43.1%5.1%12.1%4.5%3.1%0.1%0.0%0.8%
SEP 927.8%48.0%4.7%11.3%4.4%3.0%0.1%0.0%0.7%
SEP 1040.1%39.7%2.8%10.3%3.9%2.5%0.1%0.0%0.5%
SEP 1148.9%35.7%1.7%8.1%3.1%2.0%0.1%0.0%0.4%
SEP 1250.3%36.4%1.4%5.9%2.6%3.0%0.0%0.0%0.4%
SEP 1354.6%31.9%1.4%6.5%2.8%2.3%0.0%0.0%0.4%
SEP 1453.7%30.7%1.8%7.6%3.7%1.9%0.0%0.0%0.5%
SEP 1555.7%29.3%1.8%7.1%3.5%2.1%0.0%0.0%0.5%
SEP 1656.6%28.8%2.2%6.5%3.2%2.3%0.0%0.0%0.4%
SEP 1755.9%30.2%3.4%4.8%2.9%2.5%0.0%0.0%0.4%
SEP 1857.2%32.5%1.6%4.8%0.2%3.2%0.0%0.0%0.4%
SEP 1955.4%31.7%1.6%4.9%2.5%3.4%0.0%0.0%0.4%
SEP 2056.3%30.8%1.6%4.9%2.7%3.2%0.0%0.0%0.4%
SEP 2158.3%29.1%1.6%4.9%3.0%2.6%0.0%0.0%0.5%
SEP 2254.3%29.9%1.5%8.5%2.7%2.7%0.0%0.0%0.4%
SEP 2348.4%30.7%8.6%7.8%2.3%1.7%0.0%0.0%0.4%
SEP 2437.1%23.9%28.9%6.0%1.8%1.8%0.0%0.0%0.5%
SEP 2527.0%22.6%38.8%6.6%1.7%2.8%0.0%0.0%0.6%
SEP 2624.7%24.5%37.9%6.6%1.5%3.6%0.7%0.0%0.5%
SEP 2723.9%23.8%38.9%6.5%1.5%3.2%1.7%0.0%0.5%
SEP 2829.9%21.6%34.6%6.7%1.7%2.7%2.1%0.0%0.7%
SEP 2929.6%20.4%37.2%6.6%1.6%1.9%2.1%0.0%0.6%
SEP 3027.1%19.3%40.6%6.7%1.5%2.0%2.2%0.0%0.6%
OCT 124.5%20.0%42.7%6.8%1.3%2.4%1.9%0.0%0.4%
OCT 224.8%20.2%42.1%7.1%1.3%2.7%1.5%0.0%0.3%
OCT 323.2%23.4%40.9%6.9%1.1%2.9%1.4%0.0%0.3%
OCT 422.3%23.4%41.8%6.6%1.1%3.3%1.3%0.0%0.4%
OCT 523.7%22.9%41.3%6.6%1.3%2.6%1.1%0.0%0.5%
OCT 629.2%26.4%27.6%10.4%1.4%2.6%1.6%0.0%0.7%
OCT 732.0%27.6%21.2%11.9%1.6%3.2%1.8%0.0%0.7%
OCT 833.7%27.0%19.0%11.7%1.7%3.1%1.6%1.6%0.6%
OCT 936.7%25.4%16.8%8.5%1.7%3.3%1.7%5.3%0.6%
OCT 1036.0%26.6%16.1%7.4%1.5%3.6%1.5%6.8%0.5%
OCT 1135.3%28.9%15.6%6.9%1.5%4.2%1.3%5.9%0.5%
OCT 1242.3%25.5%14.3%7.6%1.9%3.8%1.2%2.7%0.6%
OCT 1344.7%24.7%14.0%7.1%1.7%3.3%1.1%2.7%0.6%
OCT 1444.4%24.4%14.3%7.0%1.8%3.3%1.4%2.9%0.5%
OCT 1547.9%22.0%13.3%7.4%1.7%2.8%1.5%2.9%0.5%
OCT 1654.6%19.9%12.0%6.7%2.7%1.5%1.4%0.7%0.5%
OCT 1762.6%5.2%15.8%5.6%6.4%2.0%1.9%0.1%0.4%
  1. 01DeepSeek3.8T tokens62.6%
  3. 03Zhipu388B tokens6.4%
  4. 04Xiaomi338B tokens5.6%
  5. 05Meta311B tokens5.2%
  6. 06NVIDIA121B tokens2.0%
  7. 07Meituan113B tokens1.9%
  8. 08OpenAI27B tokens0.4%
  9. 09StepFun3.1B tokens0.1%

[*]OCT 17 2026

LEARN MOREMARKET SHARE▸

Geographic Breakdown

LEARN MOREGEO BREAKDOWN▸

Methodology. How this data is collected.

Updates
Aggregated every hour. Days and weeks use UTC.
Tokens
Input, output, reasoning, and cached tokens for each request.
Users and sessions
Approximate counts of distinct users and OpenCode sessions.
Cost
Session cost is the average cost per OpenCode session. Token prices are list prices from the OpenCode model catalog.
Retention
The share of a model's users in one week who use it again the next week.
Citation
Cite OpenCode Data (opencode.ai/data) with the update time shown at the top of the page.

Model Comparisons. Popular model pairs from the leaderboard.